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Etebari CA, Braun SE, Vazquez-Machado MC, Butterworth JA. Who Posts on Instagram? Using Natural Language Processing to Assess the Relationship Between Training Background and Content of 700,000 Posts. Aesthet Surg J Open Forum 2024; 6:ojae048. [PMID: 39006065 PMCID: PMC11244636 DOI: 10.1093/asjof/ojae048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/16/2024] Open
Abstract
Background Instagram (Menlo Park, CA) is a major platform for the dissemination of plastic surgery (PS) information, but the training background of users is difficult to ascertain. Objectives We sought to better characterize the source and content of PS-related posts on Instagram. Methods Metadata from publicly available Instagram posts containing PS relevant hashtags was collected from December 2018 to August 2020 using Node.js (Node.js Foundation, San Francisco, CA). The data was characterized by account type, and post topics were analyzed using a custom dictionary of PS procedures applied with natural language processing. All data analyses were performed with R (The R Foundation, Vienna, Austria). Results Board-certified plastic surgeons account for 38% of posts on Instagram, followed by organizations (31%), nonplastics-trained physicians (19%), facial plastics (5%), oculoplastics (1%), and nonphysician providers (5%). Oculoplastics had the highest engagement rate with their posts (3.7 ± 5.1), whereas plastic surgeons had the lowest (2.7 ± 4.2). Breast aesthetics was the predominant topic posted by plastic surgeons (42%, P < .001), and board certification phrases distinguished their posts from other account types (23%, P < .001). Nonphysician posts focused on nonsurgical aesthetics like Botox and fillers (80%). However, nonplastics-trained physicians and organizations significantly contributed to procedural subcategories in a similar distribution to plastic surgeons. Conclusions Board-certified plastic surgeons are not the predominant source of PS content on Instagram. Furthermore, posts by plastic surgeons have the lowest rate of engagement out of all account types studied. Although declarations of board certification distinguish content from plastics disciplines, they are only used in 21% of posts. Level of Evidence 4
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Pyon RE, Sayadi LR, Pakvasa M, Vyas RM, Wang ED. Plastic Surgery or Facial Plastic Surgery: Can the Public Tell the Difference? PLASTIC AND RECONSTRUCTIVE SURGERY-GLOBAL OPEN 2024; 12:e5679. [PMID: 38948157 PMCID: PMC11213615 DOI: 10.1097/gox.0000000000005679] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Accepted: 01/25/2024] [Indexed: 07/02/2024]
Abstract
Background Social media and online advertising are increasingly used by plastic surgeons (PSs) to educate patients and obtain referrals, but it remains unclear whether the general public can distinguish the difference in training and accreditation among medical professionals advertising online. Our study elucidates the public's expectations regarding the distinction between plastic surgery and facial plastic surgery. Methods A survey was distributed via MTurk, an Amazon surveying service, to collect information about demographics and assumptions that would be made solely based on the terminology "facial PS" (FPS) and "PS." Participants were restricted to those residing in the United States. Results A total of 253 responses were collected. Based on the term FPS, respondents on average moderately to strongly agreed that they would expect an FPS to have completed a plastic and reconstructive surgery residency program (mean = 1.81; scale from 1= strongly agree to 5= strongly disagree) and would feel moderately to strongly misled if they visited an FPS for a consultation and later learned that the provider did not complete a plastic and reconstructive surgery residency (mean = 3.62; scale from 1 = not misled at all to 5 = extremely misled). Conclusions Despite increasing advocacy by professional societies and the member societies of the American Board of Medical Specialties, this study demonstrated that the lay public is unaware of factually different training and certification pathways given similarity in nomenclature. This study was notably not designed to draw conclusions or imply superiority of one specialty, certifying board, or training model over the other.
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Affiliation(s)
- Rachel E. Pyon
- From the Division of Plastic and Reconstructive Surgery, University of California San Francisco, San Francisco, Calif
| | - Lohrasb R. Sayadi
- Department of Plastic Surgery, University of California Irvine, Orange, Calif
| | - Mikhail Pakvasa
- Department of Plastic Surgery, University of California Irvine, Orange, Calif
| | - Raj M. Vyas
- Department of Plastic Surgery, University of California Irvine, Orange, Calif
| | - Eric D. Wang
- Department of Plastic Surgery, University of California Irvine, Orange, Calif
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Amon KL, Brunner M, Campbell AJ. The Reel Health Care Professionals of Instagram: A Systematic Review. CYBERPSYCHOLOGY, BEHAVIOR AND SOCIAL NETWORKING 2024; 27:172-186. [PMID: 38359390 DOI: 10.1089/cyber.2023.0311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/17/2024]
Abstract
Social media and health research have covered the benefits for the public and patients as users. Specifically, this has focused on searching for health information, connecting with others experiencing similar health issues, and communicating with their health professionals. Recently, there has been a shift in research to focus on health care professionals as users as they participate in professional development, improve communication with patients, and contribute to health research and service. However, such research has predominantly focused on text-based platforms, namely Facebook and Twitter. The scope of this article is a systematic review of publications on health care professionals' use of the image-based platform Instagram, according to the preferred reporting items for systematic reviews and meta-analyses guidelines. This study, drawing from 51 articles, shows how health care professionals use Instagram, and reveals that these professionals utilize the platform to address health concerns that may not necessarily align with their specific expertise. Images were the common format of posts created by health care professionals, with six content types identified: (a) educational, (b) promotional, (c) patient experience, (d) personal, (e) emotion based, and (f) other. Three measures of post engagement were used by researchers, including (a) likes and comments, (b) use of hashtags, and (c) number of followers. This study also identified the dangers of misleading users, including (a) lack of credentials reported, (b) edited images, (c) quality of content, and (d) patient and client confidentiality issues. In conclusion, insights into the advantages of health care professionals' use of Instagram and ways in which they can maximize its use to reach and engage with their target audience are provided.
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Affiliation(s)
- Krestina L Amon
- Cyberpsychology Research Group, School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - Melissa Brunner
- Sydney School of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - Andrew J Campbell
- Cyberpsychology Research Group, School of Medical Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
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Huang AE, Chan EP, Stave CM, Patel ZM, Hwang PH, Chang MT. Social Media Utilization in Otolaryngology: A Scoping Review. Laryngoscope 2023; 133:2447-2456. [PMID: 36807152 DOI: 10.1002/lary.30619] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Revised: 01/05/2023] [Accepted: 01/30/2023] [Indexed: 02/23/2023]
Abstract
OBJECTIVE Social media (SM) is an increasingly popular medium for the medical community to engage with patients, trainees, and colleagues. This review aimed to identify reported uses of SM in otolaryngology-head and neck surgery (OHNS), assess the quality of evidence supporting these uses, and identify gaps in the literature. With the relative lack of regulatory guidelines for the development of SM content, we hypothesized that the quality of content available on SM would be highly variable. DATA SOURCES AND METHODS A scoping review was performed of English-language peer-reviewed studies published to date discussing SM use in any form within OHNS. Three reviewers independently screened all abstracts. Two reviewers independently extracted data of interest from the full text of articles identified from the preliminary abstract screen. RESULTS 171 studies were included, with 94 (54.9%) studies published between 2020 and 2022. 104 (60.8%) studies were conducted in the US. 135 (78.9%) used cross-sectional or survey-based methodology; only 7 (4.1%) were controlled studies. SM was most commonly employed for professional networking (n = 37 [21%]), and within subspecialties of otology (n = 38 [22%]) and rhinology/allergy (n = 25 [15%]). Facebook was most frequently used for study recruitment (n = 23 [13.5%]), YouTube for patient education (n = 15 [14.6%]), and Twitter for professional networking (n = 16 [9.4%]). CONCLUSION SM use within OHNS is increasing rapidly, with applications including patient education, professional networking, and study recruitment. Despite myriad articles, there remains a paucity of well-controlled studies. As SM becomes integrated into healthcare, particularly for applications directly impacting patient care, higher levels of evidence are needed to understand its true impact. Laryngoscope, 133:2447-2456, 2023.
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Affiliation(s)
- Alice E Huang
- Department of Otolaryngology-Head and Neck Surgery, Stanford University, Stanford, California, USA
| | - Erik P Chan
- Department of Otolaryngology-Head and Neck Surgery, Stanford University, Stanford, California, USA
| | - Christopher M Stave
- Lane Medical Library, Stanford University School of Medicine, Stanford, California, USA
| | - Zara M Patel
- Department of Otolaryngology-Head and Neck Surgery, Stanford University, Stanford, California, USA
| | - Peter H Hwang
- Department of Otolaryngology-Head and Neck Surgery, Stanford University, Stanford, California, USA
| | - Michael T Chang
- Department of Otolaryngology-Head and Neck Surgery, Stanford University, Stanford, California, USA
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Online Resources in Plastic Surgery Education: A Toolbox for Modern Trainees and Plastic Surgeons. PLASTIC AND RECONSTRUCTIVE SURGERY-GLOBAL OPEN 2020; 8:e2894. [PMID: 32802637 PMCID: PMC7413800 DOI: 10.1097/gox.0000000000002894] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2020] [Accepted: 04/09/2020] [Indexed: 11/25/2022]
Abstract
Plastic surgery is a rapidly evolving field that requires novel approaches in providing continuous and dynamic educational resources to address the increasing time and skill demands from residents. Online resources in their various forms, such as books, journals, simulators, and applications, are increasingly used by residents, notably over traditional print and in-person counterparts. In this digital era, it is imperative to understand the scope and utility of online resources that have the potential to revolutionize plastic surgery education. In this review article, we first discuss the current model of plastic surgery education and the challenges of meeting its goals and then suggest reasons by which online resources close this gap. We also offer an exposition on the benefits of distinct types of resources and current trends regarding their use. Our goal is to create a framework within which learners and educators are able to organize online resources in plastic surgery.
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Gupta N, Dorfman R, Saadat S, Roostaeian J. The Plastic Surgery Social Media Influencer: Ethical Considerations and a Literature Review. Aesthet Surg J 2020; 40:691-699. [PMID: 31738821 DOI: 10.1093/asj/sjz329] [Citation(s) in RCA: 30] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Social media use has become a relevant tool in plastic surgery. These platforms are utilized for many reasons, such as business promotion. Although beneficial, social media can cause ethical dilemmas if used incorrectly. OBJECTIVES A review of the literature revealed what is understood about the implications of social media in regards to sponsorship/promotion. This paper aimed to create the foundation surrounding this topic and help facilitate future discussions on this new ethical dilemma. METHODS A MEDLINE search with a custom publication date range and a review of the literature was conducted on June 15, 2019. RESULTS The search yielded 139 articles and abstracts. After review, 26 publications were chosen for analysis. Articles were taken from the following journals: Plastic and Reconstructive Surgery (n = 12), Aesthetic Surgery Journal (n = 8), PRS Global Open (n = 2), Annals of Plastic Surgery (n = 1), BMJ (n = 1), AMA Journal of Ethics (n = 1), and Facial Plastic Surgery (n = 1). The 4 principles of medical ethics were analyzed in respect to promotion and sponsorship in plastic surgery. CONCLUSIONS Social media is a novel platform that is becoming increasingly utilized in plastic surgery. Although its impact can be beneficial, it is not well understood in the context of social media sponsorship and promotion. To date, no peer-reviewed articles specifically discuss these limitations. It is critical that all plastic surgeons be cognizant of both the positive and negative aspects of social media before integrating it into their professional lives.
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Affiliation(s)
- Nisha Gupta
- Division of Plastic and Reconstructive Surgery, UCLA David Geffen School of Medicine, Los Angeles, CA
| | - Robert Dorfman
- Division of Plastic and Reconstructive Surgery, UCLA David Geffen School of Medicine, Los Angeles, CA
| | - Sean Saadat
- Division of Plastic and Reconstructive Surgery, UCLA David Geffen School of Medicine, Los Angeles, CA
| | - Jason Roostaeian
- Division of Plastic and Reconstructive Surgery, UCLA David Geffen School of Medicine, Los Angeles, CA
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Gupta N, Dorfman R, Saadat S, Roostaeian J. An Updated Review of Plastic Surgery-Related Hashtag Utilization on Instagram: Implications for Education and Marketing. Aesthet Surg J Open Forum 2020; 2:ojaa011. [PMID: 33791638 PMCID: PMC7671272 DOI: 10.1093/asjof/ojaa011] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/05/2022] Open
Abstract
Background The popularity of social media continues to have a significant impact in the plastic surgery industry. Understanding the influence of such platforms and recognizing trends, specifically on Instagram, can reveal significant implications for education and marketing. Objectives This study aims to gather updated information on 3 main questions: (1) what plastic surgery-related content is being posted to Instagram; (2) who is posting this content; and (3) what specific hashtags are they using? Methods This study analyzed 22 plastic surgery-related hashtags on Instagram. Content analysis was then used to qualitatively evaluate each of the 9 “top” posts associated with each hashtag (198). Any duplicates or posts not relevant to plastic surgery were excluded. Results A total of 11,516,969 posts utilized the 22 hashtags sampled. Of the top 198 posts, only 168 met final inclusion criteria (after duplicates and posts irrelevant to plastic surgery were excluded). Plastic surgeons eligible for membership in The Aesthetic Society accounted for only 4.17% of top posts (7 posts), whereas non-eligible physicians accounted for 20.8% (35 posts). Twenty-eight surgeons accounted for the top posts (excluding foreign surgeons); however, only 6 were board certified by either the American Board of Plastic Surgeons or The Royal College of Physicians and Surgeons of Canada. Conclusions The Aesthetic Society eligible board-certified plastic surgeons are a minority amongst physicians posting top plastic surgery-related content on Instagram.
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Affiliation(s)
- Nisha Gupta
- Division of Plastic and Reconstructive Surgery, UCLA David Geffen School of Medicine, Los Angeles, CA
| | - Robert Dorfman
- Division of Plastic and Reconstructive Surgery, UCLA David Geffen School of Medicine, Los Angeles, CA
| | - Sean Saadat
- Division of Plastic and Reconstructive Surgery, UCLA David Geffen School of Medicine, Los Angeles, CA
| | - Jason Roostaeian
- Division of Plastic and Reconstructive Surgery, UCLA David Geffen School of Medicine, Los Angeles, CA
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Turin S, Schierle CF. Commentary on: What Does it Mean to Be a #PlasticSurgeon? Analyzing Plastic Surgery Hashtag Utilization in Social Media. Aesthet Surg J 2020; 40:NP219-NP220. [PMID: 31682718 DOI: 10.1093/asj/sjz242] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- Sergey Turin
- Division of Plastic and Reconstructive Surgery, Northwestern Memorial Hospital, Chicago, IL
| | - Clark F Schierle
- Division of Plastic and Reconstructive Surgery, Northwestern Memorial Hospital, Chicago, IL
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Discussion: Analysis of #PlasticSurgery in Europe: An Opportunity for Education and Leadership. Plast Reconstr Surg 2020; 145:585-586. [DOI: 10.1097/prs.0000000000006428] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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