Social media use, attitudes, behaviours and perceptions of online professionalism amongst dental students
Abstract
Use of social media has increased amongst health professionals. This has benefits for patient care but also introduces risks for confidentiality and professional fitness to practise. This study aimed to examine dental student attitudes towards professional behaviour on social media. The secondary aim was to establish the extent and nature of social media use and exposure to potentially unprofessional behaviours. A cross-sectional study was carried out in one dental school. Data were collected using questionnaires to examine social media use, perceptions and attitudes towards social media and professional behaviours online. Students who responded (N = 155) all used social media at least once per week; most used more than one platform. Students were aware of the relationship between social media use and professional practice. Posting drunken photographs and interacting with staff and patients online were widely considered as unprofessional. Security settings affected behaviour and most had seen inappropriate behaviours online. The study found that students use social media extensively.. Students are aware of the risks but there is a greater sense of safety in closed groups and many students are exposed to potentially inappropriate content online. This suggests that training should be implemented to help students manage these risks.
AI snapshot
Written from the paper’s full text.
TL;DR
This cross-sectional survey of 155 dental students at one UK dental school found extensive social media use and general awareness of online professionalism risks. Many students considered potentially unprofessional behaviours inappropriate, yet most had witnessed such behaviours online and some reported doing them, with closed groups perceived as safer.
Key findings
- All 155 respondents used social media at least weekly; most used more than one platform. Facebook was the most commonly and regularly used platform (n=153, 98.9% per text; table reports 150/155 regular users, 97%).
- Most students (n=135, 87%) did not feel their social media behaviour was separate from dental school, and the majority were aware of fitness to practise procedures.
- Widely rated as unprofessional: posting photos of intoxicated students (n=143, 92%), using open/public groups to discuss patients (n=149, 96%) or staff/other students (n=151, 97%), and interacting with patients via social media (n=140, 90%). However, many had seen such behaviours online, including intoxicated photos (n=120, 77%), drinking photos (n=115, 74%), and clinical-setting photos (n=131, 86%).
- Most intended to review (n=64, 41.29%) or make minor changes (n=58, 37.42%) to their profiles upon qualification; only 16 intended to do nothing, and 17 (11%) intended to delete profiles or create separate professional identities.
Methods
- Cross-sectional survey using a paper-based questionnaire, approved by the University Research Ethics Committee (Ref:15/19), conducted in one UK dental school; data collected June–July 2015.
- Convenience sample of three consecutive undergraduate year groups (years 2, 3, and 4) from the 2014/15 cohort; 155 responses received, a 90% response rate from 172 students.
- Questionnaire covered demographics, social media frequency, attitudes, and 16 professional scenarios using Likert and dichotomous scales; piloted for relevance and face validity. Data entered into SPSS; descriptive statistics and chi-squared tests used.
Limitations
- Stated: single point in time, reliance on self-report and recall, and possible social acceptability/reporting bias despite anonymous data collection.
- Stated: the study did not examine when, where, or how often inappropriate social behaviours were seen, and was limited to a single dental school with training in this topic, limiting generalizability.
- Evident from the text: the cross-sectional design cannot establish causality, and the convenience sample from one school further limits broader inference.
Model-written summary. Check it against the paper before relying on it.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
0 of 3 cited sources checked · 0 supported · 0 flagged
- Findingown data§ Results
The majority of students rated interactions with patients via social media as unprofessional.
“The majority of students rated using open and public groups to discuss patients, staff or other students, interactions with patients via social media and making negative comments regarding people’s characteristics as unprofessional.”
Quote in the paperNot a substantial claim - Findingown data§ Abstract
All responding dental students (n=155) used social media at least once per week.
“Students who responded (n=155) all used social media at least once per week; most used more than one platform.”
Quote in the paperNot a substantial claim - Findingown data§ Results
80% of students reported that using closed groups to discuss staff/other students was unprofessional.
“The majority of students reported that using closed groups to discuss patients or staff/ other students was unprofessional (n=117, 76% and n=124, 80%, respectively).”
Quote in the paperNot a substantial claim - Findingown data§ Results
Twitter was the most common platform to be openly accessible to all (n=41, 42% of Twitter users had open profiles).
“Twitter was the most common platform to be openly accessible to all (n=41, 42% of Twitter users had open profiles).”
Quote in the paperNot a substantial claim - Findingown data§ Results
89% of students used their real name on Facebook.
“The majority of students in the study reported using their real name on social platforms Facebook (n=138/155, 89%), Twitter (n=70/155, 45%) and Instagram (n=84/155, 54%).”
Quote in the paperNot a substantial claim
- Findingown data§ Abstract
Dental students widely considered interacting with staff and patients online as unprofessional.
“Posting drunken photographs and interacting with staff and patients online were widely considered as unprofessional.”
- Also stated in: § Results · hedged
“Half of the respondents indicated that interacting with staff and tutors on social media was unprofessional”
Quote in the paperNot a substantial claim - Also stated in: § Results · hedged
- Findingown data§ Results
76% of students reported that using closed groups to discuss patients was unprofessional.
“The majority of students reported that using closed groups to discuss patients or staff/ other students was unprofessional (n=117, 76% and n=124, 80%, respectively).”
Quote in the paperNot a substantial claim - Findingown data§ Results
Half (n=83, 54%) felt that publishing photographs of students within a clinical setting was unprofessional.
“but half (n=83, 54%) felt that publishing photographs of students within a clinical setting was unprofessional.”
Quote in the paperNot a substantial claim - Findingown data§ Abstract
Most responding dental students used more than one social media platform.
“most used more than one platform”
- Also stated in: § Results · plain
“the majority used more than one platform”
Quote in the paperNot a substantial claim - Also stated in: § Results · plain
- Findingreasoning§ Abstract
Many dental students are exposed to potentially inappropriate content online.
“many students are exposed to potentially inappropriate content online.”
Quote in the paperSubstantial claim - Findingown data§ Results
Most students (n=135, 87%) did not feel their social media behaviour was separate from dental school.
“Most students (n=135, 87%) did not feel their social media behaviour was separate from dental school (Figure 1)”
Quote in the paperNot a substantial claim - Findingown data§ Results
The majority reported that they were aware of the dental school's fitness to practise procedures.
“the majority reported that they were aware of the dental school’s fitness to practise procedures.”
Quote in the paperNot a substantial claim - Findingown data§ Results
A third reported that they had posted images of intoxicated students (n=45, 29%).
“and a third reported that they had posted images of intoxicated students (n=45, 29%).”
Quote in the paperNot a substantial claim - Findingown data§ Discussion
Most students felt online discussions relating to patients, staff or students were inappropriate.
“and most students were felt online discussions relating to patients, staff or students were inappropriate.”
Quote in the paperNot a substantial claim - Findingown data§ Abstract
Dental students were aware of the relationship between social media use and professional practice.
“Students were aware of the relationship between social media use and professional practice.”
- Also stated in: § Abstract · plain
“Students are aware of the risks”
Quote in the paperSubstantial claim - Also stated in: § Abstract · plain
- Findingown data§ Abstract
Dental students widely considered posting drunken photographs as unprofessional.
“Posting drunken photographs and interacting with staff and patients online were widely considered as unprofessional.”
- Also stated in: § Results · plain
“Two thirds (n=99, 64%) reported that publishing photos online of students drinking alcohol was unprofessional, this rose to 92% for images of intoxicated students.”
Quote in the paperSubstantial claim - Also stated in: § Results · plain
- Findingown data§ Abstract
There is a greater sense of safety in closed groups among dental students.
“there is a greater sense of safety in closed groups”
- Also stated in: § Conclusion · hedged
“Results suggested a greater perception of safety when behaviours deemed to be inappropriate were within closed groups.”
Quote in the paperSubstantial claim - Also stated in: § Conclusion · hedged
- Findingown data§ Results
The majority of Facebook users reported having privacy settings to limit their audience (12 reported either open or unknown privacy settings).
“The majority of Facebook users reported having privacy settings to limit their audience (12 reported either open or unknown privacy settings).”
Quote in the paperNot a substantial claim - Findingown data§ Results
41.29% of students intended to review their social media profiles upon qualification.
“The majority of students intended to review (n=64, 41.29%) or make minor changes (n=58, 37.42%) to their social media profiles, with only 16 choosing to do nothing with their profiles once qualified.”
Quote in the paperNot a substantial claim - Findingown data§ Results
The majority of students rated using open and public groups to discuss patients as unprofessional.
“The majority of students rated using open and public groups to discuss patients, staff or other students, interactions with patients via social media and making negative comments regarding people’s characteristics as unprofessional.”
Quote in the paperNot a substantial claim - Findingown data§ Results
Over half of all respondents indicated that they had posted images of students drinking (n=85, 55%).
“Over half of all respondents indicated that they had posted images of students drinking (n=85, 55%)”
Quote in the paperNot a substantial claim - Findingown data§ Discussion
A small number of students did not identify these behaviours as being unprofessional.
“A small number of 13 students did not identify these behaviours as being unprofessional.”
Quote in the paperSubstantial claim - Findingnone given§ Discussion
Some students felt these discussions were acceptable in closed groups (with security settings to limit access to discussions).
“However, some felt these discussions were acceptable in closed groups (with security settings to limit access to discussions)”
Quote in the paperSubstantial claim - Findingown data§ Results
37.42% of students intended to make minor changes to their social media profiles upon qualification.
“The majority of students intended to review (n=64, 41.29%) or make minor changes (n=58, 37.42%) to their social media profiles, with only 16 choosing to do nothing with their profiles once qualified.”
Quote in the paperNot a substantial claim - Findingown data§ Abstract
Most dental students had seen inappropriate behaviours online.
“most had seen inappropriate behaviours online.”
- Also stated in: § Discussion · plain
“most students had seen this content online.”
Quote in the paperSubstantial claim - Also stated in: § Discussion · plain
- Interpretationreasoning§ Discussion
The way that social media is used means that information shared within closed groups may not be truly private.
“but the way that social media is used, means that information shared within closed groups may not be truly private.”
Quote in the paperSubstantial claim - Interpretationcitation§ Discussion
The widespread use of social media found in this study replicates findings in other studies of health professionals.
“This widespread use of social media replicates findings in other studies of health professionals.2”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [2] Osman A, Wardle A . Is it time for medicine to update its Facebook status? BMJ 2011; 343: d6334. source
Not checked in the free run.
- Interpretationreasoning§ Abstract
Security settings affected dental students' behaviour.
“Security settings affected behaviour and most had seen inappropriate behaviours online.”
Quote in the paperSubstantial claim - Premisecitation§ Discussion
This cohort of students had received teaching relating to GDC standards and appropriate behaviour on social media in each year of study via lectures, interactive workshops and seminars.
“This cohort of students had received teaching relating to GDC standards17 and appropriate behaviour on social media in each year of study via lectures, interactive workshops and seminars”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [17] General Dental Council. Standards for the Dental Team. GDC. Available online at http://www.gdc-uk.org/Dentalprofessionals/Standards/Documents/StandardsfortheDentalTeam.pdf (accessed January 2016).
Not checked in the free run.
- Interpretationreasoning§ Discussion
These attitudes may put some students at risk of carrying out these unprofessional behaviours.
“These attitudes may put some students at risk of carrying out these unprofessional behaviours.”
Quote in the paperSubstantial claim - Interpretationreasoning§ Discussion
The findings in this study suggest that some students may be at risk of behaving inappropriately online from a sense of security, particularly in closed groups.
“The findings in this study therefore suggest that some students may be at risk of behaving inappropriately online from a sense of security, particularly in closed groups.”
Quote in the paperSubstantial claim
- May combine two claims. 9
- The quote only partly states this claim. 2
- Classified as probably not a substantial claim. 7
May combine two claims. The quote only partly states this claim.
Findingown data§ ResultsFew students admitted to interacting with patients via social media (1%) or making negative comments (1%), but many more had witnessed these behaviours online (12% and 19% respectively).
“While few admitted to these behaviours, many more reported having witnessed these behaviours online (n=18, 12% and n=30, 19% respectively).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown data§ ResultsTwitter was the least popular platform with half of all students using the platform.
“Twitter was the least popular platform with half of all students using the platform.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown data§ ResultsFacebook was the most commonly used and most regularly used social media platform among dental students (n=153, 98.9%).
“Facebook was the most commonly used and was also the most regularly used of the platforms (n=153, 98.9%, Table 1).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
Interpretationreasoning§ AbstractThere are opportunities to reduce these risks through training to help students manage these risks.
“This suggests that there are opportunities to reduce these risks through training to help students manage these risks.”
Quote in the paperNot a substantial claim- Rests on an assumption: Training can reduce the risks of unprofessional social media behaviour among dental students.
May combine two claims.
Study design and conductreasoning§ DiscussionThis study was limited to a single dental School with training for students in this topic area, which may also limit the generalizability of the findings.
“This study was also limited to a single dental School with training for students in this topic area, which may also limit the generalizability of the findings.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoning§ DiscussionBias may have arisen because of social acceptability and reporting bias.
“These are sensitive and important issues with implications for fitness to practise as students and whilst data collection was anonymous, bias may have arisen because of social acceptability and reporting bias.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable). May combine two claims.
Interpretationreasoning§ ConclusionThis study highlights the need for social media training for all dental undergraduates, as social media use is widespread.
“This study highlights the need for social media training for all dental undergraduates, as social media use is widespread.”
Quote in the paperNot a substantial claim- Rests on an assumption: Training can reduce the risks of unprofessional social media behaviour among dental students.
May combine two claims.
Study design and conductown data§ ResultsA total of 155 responses were received, a 90% response rate from the total cohort of 172 students.
“A total of 155 responses were received; a 90% response rate from the total cohort of 172 students.”
Quote in the paperNot a substantial claimThe quote only partly states this claim.
Interpretationown data§ AbstractDental students use social media extensively.
“Students use social media extensively.”
- Also stated in: § Conclusion · plain
“In conclusion this study found widespread use of social media amongst students”
Quote in the paperSubstantial claim- Also stated in: § Conclusion · plain
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone given§ MethodsData entry was verified at a later date by the same researcher.
“Each questionnaire was numbered and data entry was verified at a later date by the same researcher.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Premisecitation§ DiscussionThe GDC has set out guidance for the use of social media and digital professionalism applies to all dental professionals.
“The GDC has set out guidance for the use of social media and digital professionalism applies to all dental professionals.16”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [16] General Dental Council. Guidance on using social media. GDC. http://www.gdc-uk.org/Dentalprofessionals/Standards/Documents/Guidance%20on%20using%20social%20media.pdf (accessed September 2016).
Not checked in the free run.
May combine two claims.
Study design and conductreasoning§ DiscussionThis study was a single point in time and relied on self-report and recall.
“This was a single point in time and relied on self-report and recall.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone given§ MethodsThe questionnaire was piloted for relevance and face validity prior to distribution.
“The questionnaire was piloted for relevance and face validity prior to distribution.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationreasoning§ ConclusionThis suggests that some dental students may not be behaving appropriately on social media and may be putting their career at risk.
“This suggests that some dental students may not be behaving appropriately on social media and may be putting their career at risk.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
Interpretationreasoning§ DiscussionThis feeling of safety in closed groups may increase the amount of information disclosed and shared.
“This feeling of safety in closed groups may increase the amount of information disclosed and shared”
Quote in the paperSubstantial claim
The paper relies on this without support.
Training can reduce the risks of unprofessional social media behaviour among dental students.
“This suggests that there are opportunities to reduce these risks through training to help students manage these risks.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In 2 studies, the vast majority of health care professionals used their own names on Facebook.
“Use of real names was investigated in 2 studies; in both, the vast majority of HCPs used their own names on Facebook [51,117]”
From Dangers and Benefits of Social Media on E-Professionalism of Health Care Professionals: Scoping Review (2021) · cites this paper as [51]
The Results (p. 8) report that 138 of 155 dental students (89%) used their real names on Facebook, supporting the ‘vast majority’ finding for this study. The participants were dental students, not health care professionals generally, and this source establishes only one of the two cited studies. (LLM, conf=0.84)
Experimental — accuracy not yet measuredPotential damage to professional image has been depicted by students as concerns about repercussions of their posts on career development or future employment, since employers are checking social media profiles of candidates.
“Potential damage to the professional image has been depicted by students as concerns about repercussions of their posts on career development or future employment, since employers are checking SM profiles of candidates [43, 45, 51, 56, 57, 59, 66, 68, 70].”
From Dangers and Benefits of Social Media on E-Professionalism of Health Care Professionals: Scoping Review (2021) · cites this paper as [51]
The Results (p. 8) say half the dental students were concerned about student social-media content, and the Discussion (p. 11) says students knew their profiles could affect their fitness to practise. The Introduction (p. 4) reports that pharmacy students had posted content they would not want future employers to see. The paper does not say that employers check candidates’ profiles or establish that this is why the dental students were concerned about future employment. (LLM, conf=0.85)
Experimental — accuracy not yet measuredLoosening accountability is a danger to e-professionalism from two points of view: eroding public trust by providing poor quality of information on social media and damaging the professional image.
“According to some studies in this review, loosening accountability can be seen as a danger to e-professionalism from two points of view: eroding public trust by providing poor quality of information on SM [39,106,117] and damaging to the professional image [43, 45, 51, 56, 57, 59, 64, 66, 68, 70, 73, 102, 106, 112].”
From Dangers and Benefits of Social Media on E-Professionalism of Health Care Professionals: Scoping Review (2021) · cites this paper as [51]
The Introduction (p. 3) says social-media content can create professional and ethical challenges, potentially harm the dentist–patient relationship, and affect trust. The Conclusion (p. 14) says inappropriate online behaviour may put dental students’ careers at risk. The paper does not link poor-quality information posted on social media to erosion of public trust, so it supports only the professional-image side of the claim. (LLM, conf=0.85)
Experimental — accuracy not yet measured25% of dental students had unprofessional photographs on their profile including alcohol and different levels of nudity.
“In Kenny and Johnson’s [51] study among dental students, 34% had questionable content on their profile, while 3% had definite violations of professionalism on their profile and 25% had unprofessional photographs on their profile including alcohol and different levels of nudity.”
From Dangers and Benefits of Social Media on E-Professionalism of Health Care Professionals: Scoping Review (2021) · cites this paper as [51]
The Results and Table 2 (pp. 9–10) report that 55% of respondents had posted photographs of students drinking alcohol and 29% had posted photographs of intoxicated students. The paper therefore supports the general point about alcohol-related photographs, but not the claimed 25% figure or the reference to nudity. The cited passages also do not substantiate the sentence’s 34% and 3% profile-content figures. (LLM, conf=0.88)
Experimental — accuracy not yet measuredLoosening accountability is a danger to e-professionalism from two points of view: eroding public trust by providing poor quality information on social media and damage to professional image.
“According to some studies in this review, loosening accountability can be seen as a danger on e-professionalism from two points of view, eroding public trust by providing poor quality of information on SM [39,106,117] and damage to professional image [43, 45, 51, 56, 57, 59, 64, 66, 68, 70, 73, 102, 106, 112].”
From Dangers and Benefits of Social Media on E-Professionalism of Health Care Professionals: Scoping Review (2021) · cites this paper as [51]
The Introduction (p. 3) says social-media content can create professional and ethical challenges, potentially harm the dentist–patient relationship, and affect the trust that professional conduct should sustain. The Conclusion (p. 14) also warns that inappropriate online behaviour may put dental students’ careers at risk. These passages support the concern about professional image, but they do not say that poor-quality information posted on social media erodes public trust. (LLM, conf=0.85)
Experimental — accuracy not yet measured
Students depict potential damage to professional image as a concern about repercussions of their posts on career development or future employment because employers check social media profiles of candidates.
“Potential damage to professional image has been depicted by students as a concern about repercussions of their posts, on career development, or on future employment since employers are checking SM profiles of candidates [43, 45, 51, 56, 57, 59, 66, 68, 70].”
From Dangers and Benefits of Social Media on E-Professionalism of Health Care Professionals: Scoping Review (2021) · cites this paper as [51]
The Conclusion (p. 14) says inappropriate social-media behaviour may put dental students’ careers at risk, and the Introduction (p. 4) reports that some pharmacy students had posted content they would not want future employers to see. The paper does not establish that employers check candidates’ social-media profiles or that such checks explain the dental students’ concerns. (LLM, conf=0.84)
Experimental — accuracy not yet measuredStudies found high social media use among students, ranging from 66.9% to 98.7%.
“Studies that assessed SM use among different types of HCPs found high use among students, from 66.9% to 98.7% [40,43,50,51,60,61,64-66,68-70,102]”
From Dangers and Benefits of Social Media on E-Professionalism of Health Care Professionals: Scoping Review (2021) · cites this paper as [51]
On Twitter (45%) and Instagram (54%), far fewer dental students presented themselves with real names.
“but on Twitter (45%) and Instagram (54%), far fewer dental students presented themselves with real names [51].”
From Dangers and Benefits of Social Media on E-Professionalism of Health Care Professionals: Scoping Review (2021) · cites this paper as [51]
Students are concerned about the extent of representation of their character on social media; they edit profiles before interviews or career fairs or intend to review or modify their profiles when they become qualified.
“Students are concerned about the extent of representation of the students’ character on SM; they edit profiles before interviews or career fairs [57,70] or intend to review or modify their profiles when they become qualified [45,51].”
From Dangers and Benefits of Social Media on E-Professionalism of Health Care Professionals: Scoping Review (2021) · cites this paper as [51]
Blurred boundaries between professional and personal spheres of social media use, with concerns about exposure of private life or separating private and professional profiles, have been presented in numerous studies in this review.
“Blurred boundaries between professional and personal spheres of SM use [34, 39, 47, 51, 69, 78, 79, 91, 96, 97, 106], with concerns about exposure of one’s private life or separating private and professional profiles have been presented in numerous studies of this review.”
From Dangers and Benefits of Social Media on E-Professionalism of Health Care Professionals: Scoping Review (2021) · cites this paper as [51]
Blurred boundaries between professional and personal spheres of social media use, with concerns about exposure of one's private life, presenting details of personal life, or separating private and professional profiles, have been presented in numerous studies in this review.
“Blurred boundaries between professional and personal spheres of SM use [34, 39, 47, 51, 69, 78, 79, 91, 96, 97, 106], with concerns about exposure of one’s private life, presenting details of personal life, or separating private and professional profiles, have been presented in numerous studies in this review.”
From Dangers and Benefits of Social Media on E-Professionalism of Health Care Professionals: Scoping Review (2021) · cites this paper as [51]
3% of dental students had definite violations of professionalism on their profile.
“In Kenny and Johnson’s [51] study among dental students, 34% had questionable content on their profile, while 3% had definite violations of professionalism on their profile and 25% had unprofessional photographs on their profile including alcohol and different levels of nudity.”
From Dangers and Benefits of Social Media on E-Professionalism of Health Care Professionals: Scoping Review (2021) · cites this paper as [51]
The Methods (p. 5) describe a questionnaire about students’ social-media behaviour and attitudes, not an assessment of their profiles for definite violations. The Results (pp. 9–10) report specific self-reported behaviours, but no 3% figure or category of ‘definite violations’ was found (searched: definite violations, 3%, questionable content, profile audit). (LLM, conf=0.77)
Experimental — accuracy not yet measuredIn Kenny and Johnson's study among dental students, 34% had questionable content on their profile.
“In Kenny and Johnson’s [51] study among dental students, 34% had questionable content on their profile, while 3% had definite violations of professionalism on their profile and 25% had unprofessional photographs on their profile including alcohol and different levels of nudity.”
From Dangers and Benefits of Social Media on E-Professionalism of Health Care Professionals: Scoping Review (2021) · cites this paper as [51]
The Results (p. 9, Table 2) report students’ self-reported posting of specific types of photographs, not an assessment of whether their profiles contained questionable content. I searched for the 34% figure and for “questionable content” and “definite violations”; our copy does not report that 34% of students had questionable content on their profiles. (LLM, conf=0.76)
Experimental — accuracy not yet measuredSome studies on healthcare students, mostly in Western and Westernized countries, showed the importance of implementing guidelines on professional social media use, but a limited number of studies targeted all categories of healthcare students.
“Some studies on healthcare students [21, 22], the majority of which done in Western and Westernized countries, showed the importance of implementing guidelines on the professional use of social media, but a limited number of studies [23–25] targeted all categories of healthcare students.”
From Future healthcare providers and professionalism on social media: a cross-sectional study (2022) · cites this paper as [22]
The questionnaire was developed after a thorough literature review, reviewed, and piloted.
“We developed the questionnaire after a thorough literature review [10–12, 21, 22, 27–31]. We then carefully reviewed the questions and decided on answers that represent more ethical consensus [11, 22, 27, 28]. Lastly, we revised and piloted the final draft of the questionnaire.”
From Future healthcare providers and professionalism on social media: a cross-sectional study (2022) · cites this paper as [22]
Kenny et al. found similar results among female dental students.
“Kenny et al. [22] found similar results among female dental students.”
From Future healthcare providers and professionalism on social media: a cross-sectional study (2022) · cites this paper as [22]
Numerous studies emphasized the importance of structured education and the implementation of guidelines on the professional usage of social media among healthcare students and professionals.
“This finding is also supported by numerous studies [5, 8, 10, 21, 22, 33–38] which emphasized the importance of structured education and the implementation of guidelines on the professional usage of social media among healthcare students and professionals.”
From Future healthcare providers and professionalism on social media: a cross-sectional study (2022) · cites this paper as [22]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Discussion calls posting drinking photographs rare despite a majority reporting it
MajorThe discussion includes posting photographs of students drinking alcohol among behaviours that few students admitted to, but the results say 85 students (55%) had done so.
“Few students admitted to behaviours commonly deemed as unprofessional, for example, posting photographs depicting clinical images, students drinking alcohol or students being intoxicated”
“Over half of all respondents indicated that they had posted images of students drinking (n=85, 55%)”
Clinical-setting photograph exposure percentage does not match its count
MinorTable 2 reports 131 students as having seen this behaviour. Out of 155 students, that is about 85%, not 86%.
Reported 86 · recomputed 84.516129
“Publish photographs of students within a clinical setting e.g. In tunics, name badges 83 (54) 36 (23) 131 (86)”
Percentage identifying as dental students on Twitter is inconsistent
MinorThe other percentages in this sentence use the full sample of 155. On that basis, 12 students is about 8%, not 13%; even among the 79 Twitter users in Table 1, it is about 15%.
Reported 13 · recomputed 7.741935
“or as dental students (n=12, 13% and 9, 6% respectively).”
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“22 Evidence suggests that some students choose to make their Facebook accounts publically available 15 with their profiles often revealing personal information.”
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“18,21 In addition, students’ views of professionally appropriate behaviour online are different from those of faculty staff and the public 3 , which suggests varied opinions of what constitutes professional and unprofessional behaviour online.”
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YouTube, Dentistry, and Dental Education
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Flagged first, then by citations
Research works printed but not linked: 1
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- Authors
- Kenny, P., & Johnson, I. G.
- Affiliations
- Cardiff University (GB)
- Corresponding author
- Johnson, I. G.
- ORCID
- Johnson, I. G.
- Venue
- British Dental Journal
- Published
- 2016-11
- Volume
- 221
- Issue
- 10
- Pages
- 651-655
- ISSN
- 0007-0610 (ISSN-L)
- 1476-5373
- OpenAlex
- W2550983269
- Semantic Scholar
- 2606fbd4c8385ae1786ded6a3412e0801b5ab396
- Cited by
- 89
- References
- 24
- Citations by year
- 2026: 8 · 2025: 8 · 2024: 10 · 2023: 15 · 2022: 11 · 2021: 15 · 2020: 10 · 2019: 6 · 2018: 1 · 2017: 5
- FWCI
- 5.28
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- BDJ (publishedVersion)
- PubMed (publishedVersion)
- ORCA Online Research @Cardiff (Cardiff University) (acceptedVersion)
- ORCA Online Research @Cardiff (Cardiff University) (submittedVersion)
- Topics
- Social Sciences › Health › Social Media in Health Education
- Social Sciences › Sociology and Political Science › Impact of Technology on Adolescents
- Health Sciences › Health Professions › General Health Professions › Dental Education, Practice, Research
- Keywords
- social media use, dental students, online professionalism, professional conduct, confidentiality, security settings, professional training
- MeSH terms
- Professionalism, Attitude, Cross-Sectional Studies, Humans, Students, Dental, Social Media
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-09.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-09.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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