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. 2022 Feb 11;26(4):830–837. doi: 10.1111/eje.12766

Online videos: The hidden curriculum

Marco Antonio Dias da Silva 1,2,, Andresa Costa Pereira 1,2, Sibylle Vital 3, Rodrigo Mariño 4, Aghareed Ghanim 4, Mary Caroline Skelton‐Macedo 5, Argyro Kavadella 6, Afrodite Kakaboura 7, Sergio E Uribe 8,9,10, Ilona Johnson 11, Domenico Dalessandri 12, Anthony Damien Walmsley 1
PMCID: PMC9790431  PMID: 34989095

Abstract

Introduction

Dental undergraduates will access the Internet searching for learning materials to complement their training; however, open access content is not generally recommended by dental schools. This study aimed to evaluate how dental students are using online video content.

Materials and Methods

Students from eight Universities (Athens, Birmingham, Brescia, Cardiff, Melbourne, Paris, Sao Paulo and Valdivia) representing three continents were invited to complete a survey on their access and learning from online videos.

Results

International students behave similarly when studying dental content online. Of 515 respondents, 94.6% use the Internet as a learning tool. It was observed that videos are not frequently recommended during didactic lectures (9.6%). But many students (79.9%) will use YouTube for their learning which includes clinical procedures. Students will check online content before performing procedures for the first time (74.8%), to understand what was explained in class (65.9%) or read in books (59.5%), to relearn clinical techniques (64.7%) and to visualise rare procedures (49.8%). More than half of the students do not fully trust the accuracy or the reliability of online content. This does not prevent students from watching and sharing dental videos with classmates (64.4%). The content watched is not shared with teachers (23.3%) even when it contradicts what was learnt in the school (38.2%).

Conclusion

This study concludes that students regularly integrate open access digital resources into learning portfolios but are hesitant to inform their teachers about their viewing habits. Students wish to receive critical skills on how to evaluate the material they encounter outside their traditional learning space.

Keywords: dentistry, e‐learning/computers, independent, information handling, undergraduate

1. INTRODUCTION

We are living in changing times where information can be accessed and created by everyone. The expansion of Internet access and the growing number of information and communication technologies (ICT), such as mobile devices, are responsible for promoting deep changes in the learning and teaching process. 1  The use of technology is now commonplace within learning environments. 2 , 3 Students are likely to access online content to complement their learning before or after a traditional lecture. 1 , 4

When students are searching for instructional content, Google is chosen as the default search engine over other search engines for most searches. 5 However, the ease of using the Internet brings new challenges and these are related to the quality, validity and reliability of the content. 6 , 7 Online content can be created and published by anyone without any peer reviews. 8 , 9

Infodemic is the term used by the World Health Organization to define the far‐reaching, spreading overabundance of information, including false or misleading materials, that makes it hard for people to find reliable online content. 10 , 11

The scientific judgement of an undergraduate student may not be able to critically review online content sensibly. A solution is for peer review content to be created by their teachers which leads to the delivery of high‐quality instructional online content. 9 , 12

The latest report from the Organisation for Economic Co‐operation and Development (OCDE), based on data from the Programme for International Student Assessment (PISA), shows that less than a half of digital natives 15‐year‐old is not able to accurately distinguish between fact or opinion on the Internet. It was also demonstrated that many pre‐undergraduates have difficulties in reading, exploring, interacting with online reading content as well as with task‐oriented navigation activities. 13

For this generation, videos play a significant role in students' education. 13 The use of images, text and videos leads to enhanced learning. 2 Whilst video is a popular format, how they are designed and delivered may vary. 14 , 15 This also includes their use in flipped classrooms and video‐based training of clinical procedures. 16 , 17 Videos stimulate learning not only with traditional lectures but also with clinical training. 18 , 19 Such learning is a natural progression for students who are familiar with searching and watching videos online for personal and scholastic reasons. 20

YouTube videos are considered as “How‐to” learning tools. 20  Monthly over 2 billion logged‐in users visit YouTube 21 and it has been observed that it is a source of health‐related information for 80% of its users. 22  Videos are one of the most used and accessible electronic components and the content produced can be shared for free. 23 , 24 , 25 Dental schools seem to ignore this reality and do not provide open online content. Most studies published in scientific journals concerning the use of videos in dental education focus on the offering of teacher‐created videos to their own students, under very specific and controlled situations. 26 , 27 , 28 , 29 As a result, online dental content is delivered by unreliable sources. 9 Understanding how students use online dental educational videos during self‐learning sessions, out of the dental school, will be a major asset in integrating this behaviour into future methodological approaches. This study aimed to evaluate how undergraduate students are using online content as a complementary learning tool.

2. MATERIAL AND METHODS

2.1. Inclusion criteria

This international study compared the online behaviour of dental students from several schools in three continents when using Internet content as a complementary non‐curricular learning tool. As a part of a European Union‐funded project (number omitted), several dental schools were invited to collaborate. Eight schools, Athens, Birmingham, Brescia, Cardiff, Melbourne, Paris, Sao Paulo and Valdivia, participated in this study. Local coordinators organised recruitment, data collection and data input. School selection was partly due to previous research relationships and convenience. However, an additional rationale for country selection was related to their cultural background representation. For example, Australia and UK, despite their diverse ethnic composition, 15 place responsibility on the individual and individual‐centred programmes, empowerment and personal enrichment. In contrast, countries like Chile are characterised by a more hierarchical societal structure, and a focus on the well‐being of the group rather than individuals. 16  This would allow for the initial testing of the empirical hypothesis on the effect of the school environment in the use of online content as a complementary learning tool.

Dental students at each school were given an anonymous online survey. All students in the selected schools were invited to participate in this study. This study was reviewed and approved by the local University Ethical Committees at each University. Each respondent gave consent and had 4 weeks, after submitting the survey, to opt out of the research.

2.2. Questionnaire

An online self‐administered structured questionnaire was constructed by adapting and expanding previously published questionnaires. 1 , 24 , 30 , 31 The survey was delivered via Google drive using an account linked to a university email account. A short URL link to the survey was sent to the students, no personal data or email addresses were collected at any time. Each student was asked to create and keep a unique code in case they decided to opt out of the research.

The 24 questions were created in English, translated to Portuguese and Spanish and checked by native speakers. French, Italian and Greek dental schools opted to use the English version of the questionnaire. Closed‐ended, multiple‐choice questions were used. In some questions, the alternative “other” was offered. None of the questions was mandatory. The survey instrument was piloted, analysed and reviewed by invited dental teachers from different universities.

2.3. Data analysis

Jamovi, 32 Bioestat 33 and SPSS 34 were used to analyse the data. Descriptive analysis was used on specific questions. Inferential analysis was conducted for identifying factors (age group, year of the dental course and location of the dental course) associated with students' usage of, and opinions on, online educational content. Parametric or non‐parametric tests (e.g. chi‐square or Fisher's exact test followed by odds ratio, Phi and Cramer for nominal, and Kruskal–Wallis Mantel–Haenszel for ordinal categories), as required, were used to identify the association between study variables and socio‐demographic and study characteristics.

3. RESULTS

In total, 515 students participated in the survey: Athens (n = 58), Birmingham (n = 23), Brescia (n = 15), Cardiff (n = 11), Paris (n = 138), Sao Paulo (n = 109), Melbourne (n = 112) and Valdivia (n = 49); the response rates varied from 3.0% to 30.5%. We received a similar number of answers from students of all years of the dental course. As expected, the majority of participants (79.5%) were 20‐ to 25‐years‐old with significant differences between locations (p < .01). Melbourne students were older than the others (p < .01; Table 1). By the year of study, in the Melbourne sample, most of the respondents were from the first 2 years of the course (p < .01).

TABLE 1.

Dental students' characteristics and use of Internet content for dental education

Question n %
In which year of the Dental are you enrolled?
1st 86 17.0
2nd 102 20.2
3rd 150 29.6
4th 77 15.2
5th 69 13.6
6th 22 4.4
How old are you?
18–19 years 38 7.4
20–21 years 150 30.1
22–25 years 253 49.4
25+ 67 13.1
Do you use online content as a complementary learning tool for your dental course studies?
I always check for additional online content 142 27.6
When I have doubts 190 37.1
When I am studying for the assessments 104 20.2
Never 28 5.4
Only if it is demanded 28 5.2
Once a week 23 4.5
What is your preferred device to access dental education content online?
Laptop computer 324 64.2
Smartphone 107 21.2
IPad/ computer tablet 46 9.1
Desktop computer 28 5.5
How did you learn about the dental educational video content?
From searching the Internet 256 53.8
Recommendations from teaching staff 163 34.2
Recommendations from classmates 57 12.0
During the lectures, do your teachers recommend online videos as complementary content?
Hardly ever 164 34.2
Occasionally 144 30.0
Sometimes 124 25.8
Frequently 33 6.9
Almost always 13 2.7
Never/Do not know 2 0.4
Which of the following top three sites do you use most to access dental subjects on your smartphone?
Google 372 72.2
YouTube 288 55.9
University sites 225 43.7
PubMed 222 43.1
Wikipedia 149 28.9
Google Scholar 112 21.7
Search engines 43 8.3
Science direct 37 7.2
Personal sites 31 6.0
Organisations 30 5.8
Commercial sites 24 4.7
eCourse 19 3.7
Other 13 2.4
Have you ever learnt any dental course content from internet content?
Yes. From videos 380 78.2
Yes. From Pictures (step by step) 273 56.2
Yes. From graphical illustration 138 28.4
Yes. From animations 134 27.6
Never 24 4.9
Where do you get the dental education videos from?
YouTube 389 79.9
From my university's website or virtual learning environment 241 49.5
From other dental courses websites 148 30.4
From my friends 74 15.2
Other 18 3.6
Is there an official channel of your dental course on YouTube?
Yes 49 10.2
Not aware 263 54.7
No 170 35.1
Have you ever learnt a clinical procedure from an online video?
Yes 328 68.8
No 149 31.2
When it would be important to use an online video to better understand a clinical procedure?
Before performing the procedure for the first time 362 74.8
To see what was explained in class 319 65.9
To remember how to perform 313 64.7
To see what you read in the book 288 59.5
To visualise the procedures rarely seen 241 49.8
After performing a procedure for the first time 85 17.6
In which cases would you use an internet video to learn from?
All procedures 86 18.0
Most of the procedures 137 28.7
Some procedures 201 42.2
Few procedures 53 11.1
In your opinion what is the ideal length for an instructional video?
1 min or less 5 1.0
Between 1 and 5 min 173 36.2
Between 5 and 15 min 256 53.6
Between 15 and 45 min 44 9.0
More than 45 min 1 0.2
What characteristics do you think a good dental education video should present?
Voice over 340 70.2
Timestamps 311 64.3
Legends 247 51.0
Links for additional content 149 30.8
Music 72 14.9
Other 1 0.2
How useful do you think dental procedures videos on the school website would be?
Extremely useful 328 68.0
Fairly useful 117 24.3
Average 26 5.4
Not very useful 8 1.7
Not at all useful 3 0.6
What part of the dental curriculum would you like to see dental procedures videos available on the dental course website?
Clinical 318 85.5
Preclinical 278 74.7
Basic sciences 187 50.3
Research 107 28.8
Public engagement 78 21.0
In your opinion, which part of the dental curriculum works well with online videos?
Clinical 325 67.0
Preclinical 300 61.9
Basic sciences 220 45.4
Have you ever shared/discussed an online video with a classmate?
Yes 307 64.4
No 170 35.6
Have you ever shared/discussed an online video with a teacher?
Yes 111 23.3
No 366 76.7
Overall, how confident are you with regard to the accuracy of the information on the internet?
Noticeably confident 22 5.6
Fairly confident 169 43.0
Average 161 41.0
Not very confident 39 9.9
Not at all confident 2 0.5
Overall, how confident are you in the relevance of information on the internet to your dental course?
Very confident 37 9.4
Fairly confident 171 43.6
Average 152 38.8
Not very confident 27 6.9
Not at all confident 5 1.3
Would you like to receive information about how to check the reliability of online content?
Yes 303 77.9
No 86 22.1
What would you do if you watch an online video which contradicts what you learn from your dental course?
Discuss with a classmate 194 40.8
Show to one of my teachers 181 38.2
Ignore the resource 79 16.6
Nothing 21 4.4

Figures may not add due to missing values.

3.1. Finding video content

In all the participant dental courses, the large majority of dental students (94.5%) reported using Internet content as a complementary learning tool (Table 1). However, 5.3% only used when required, and another 4.45% reported reviewing Internet content once a week only. The most frequent reasons mentioned for using online content were clarification of facts (37.1%) and studying for the assessments (20.2%). About a quarter of respondents reported always checking for additional content (27.6%) (Table 1). Those who indicated using the Internet “Only when is required” or “Once a week” or “Never” were grouped into an “Infrequent users” group. Melbourne participants were more likely to be in the infrequent users' group than those from other schools (OR = 2.94; 95% CI: 1.34–6.39). It also appeared that for each year of study the likelihood to be infrequent users decreased (OR = 0.75; 95% CI: 0.68–0.83).

When students were asked about the preferred device to access dental education contents, computer (69.7%) was the most preferred, in particular laptops, followed by smartphones (21.2%) and tablet/iPad (9.1%; Table 1). The majority of students indicated that they learned about education contents online from searching the Internet (53.8%). Another 34.2% indicated that the source of such information was teaching staff and the remaining 12.0% reported that the source of information was other classmates. There were no significant differences by year of study. However, there were significant differences by country (p < .001). Students from Greece were more likely to have learned about online content from their teaching staff (OR = 3.41; 95% CI: 1.94–5.99).

In addition, when students were asked whether teaching staff recommend online videos as complementary content for their lectures, the majority (64.2%) responded “Never,” “Hardly ever” or “Occasionally,” or another 25.8% indicated that teaching staff recommends online videos “Sometimes.” Only 9.6% (n = 36) responded “Frequently” or “Almost always.” Consistent with the previous statement, students from Greece were more likely to indicate that they receive this information during classes frequently or almost always (22.4%), compared to no more than 7.8% in the other schools (OR = 2.86; 95% CI: 1.60–5.11).

When using smartphones, dental content is accessed via Google (72.2%) and YouTube (55.9%) searching, but University sites (43.7%) and PubMed (43.1%) were also well cited. Google and YouTube access via smartphones were higher than Wikipedia (28.9%), Google Scholar (21.7%) and Science Direct (7.2%) (p < .05). In Cardiff, the University website was students' first option to find content via mobile; in Brescia, it was Wikipedia.

Dental students (95.1%) already access dental curriculum content from the Internet. Videos are the main source of information (78.2%; p < .05), but step‐by‐step pictures (56.2%) were cited more (p < .05) than graphical illustrations (28.4%) or animations (27.6%).

YouTube videos were described as the main source of dental videos (79.9%) over their own dental school website or virtual learning environment (VLE) (49.5%). But their own dental school websites or VLEs are a preferred source of video content than other dental schools’ websites or VLEs (30.4%) or their classmates (15.2%). No differences were observed amongst the dental courses (Table 1). Most students were not aware (54.7%) of the existence of an official YouTube channel from their dental school.

3.2. Watching online content

Dental students have frequently (68.3%) learnt clinical procedures from online videos. As expected, students enrolled in the last years of the dental course have more chances of having seen clinical procedures from online videos than students from the 1st or the 2nd years (p < .001). Furthermore, for each year of dental education, there was a significant increase of 73% in the use of online videos for each year of education (OR = 1.73; 95% CI: 1.46–2.04).

Participants indicated that it would be important to watch online dental content before performing the procedure for the first time (74.8%); to see what was explained in class (65.9%); to remember how to perform clinical procedures (64.7%); to see what was read in the books (59.5%) and to visualise the procedures that they rarely see (49.8%). Eighty‐five (17.6%) students looked at videos after performing a procedure for the first time.

For 42.2% of the participants, online videos can be used to learn “Some of the procedures,” 28.7% believe that it can be used to learn “Most of the procedures,” and 11.1% of the students considered that videos can be used to learn “Few procedures.” Another 18.0% understood that videos are valid to learn “All the procedures,” ranging from none in Brescia to 39.5% in Sao Paulo (p < .001). However, there were no statistically significant differences by year of education. Nonetheless, students who have already learnt clinical procedures from videos are twice as likely to use videos to learn procedures than students who have not accessed videos (p < .01; OR = 2.27; 95% CI: 1.27–4.06; Table 1).

Students indicated the ideal video length is ranging between 5 and 15 min (53.6%) and 1 and 5 min (36.2%) (Table 1). No statistical differences were observed amongst the dental courses.

Students also mentioned that the more important video features were voice‐over (70.2%), timestamps (64.3%) and legends (51%). Music was considered the least important along with links for additional content. Athens, Sao Paulo, Brescia and Melbourne respondents considered timestamps as important as voice‐over. French respondents considered legends (subtitles) as the most important video feature.

Participants overwhelmingly (97.7%) considered that it would be useful if dental procedure videos were offered on the dental school website. Despite this, students would like to see more dental educational video content on the dental course website mainly from clinical (85.5%), pre‐clinical (74.7%) and basic sciences (50.3%; Table 1). Students also considered that educational videos work well with all the dental curricula. Particularly, with clinical (67.0%) or preclinical disciplines (61.9%) than Basic Sciences (45.4%).

Around 65% of the participants have already shared online dental videos with their colleagues. In contrast, only around one quarter (23.3%) of students discussed or showed dental educational videos found online with their teachers (Table 1). Students who learnt clinical procedures from online videos are almost three times more likely to share them with classmates (OR = 2.92; 95% CI: 1.95–4.38). However, this was not the case with sharing content with teaching staff. Nonetheless, 30.9% of those who shared content with students shared this content with their teaching staff.

Few participants were “not very confident” or “not confident at all” of online contents’ accuracy (10.4%) or about its relevance for the dental course (8.2%).

Nonetheless, the quality of online dental education materials was described as “Average” (44.2%) or “Good” or “Very Good” (42.3%). Still, the majority (77.9%) would like to receive information about how to check the reliability of online content (Table 1). As expected, for each year of education, the likelihood to be willing to receive information training on how to check the content of the source increased by 50% (OR = 1.50; 95% CI: 1.24–1.82).

Additionally, participants stated that if they face contradictory online content, they would discuss it with a classmate (40.8%), show it to one of their teachers (38.2%), ignore the resource (16.6%) or do nothing (4.4%). Although Brazilian students more frequently indicated discussing contradictions with teaching staff (48.1%), this difference was only significant for students from Melbourne who were less likely to discuss contradictory contents with teaching staff compared to students from other countries (OR = 0.33; 95% CI: 0.19–0.59). Additionally, consulting fellow students about contradictory information increased by 20% for each year of education (OR = 1.21; 95% CI: 1.06–1.37). However, this is not the case for consulting teaching staff.

4. DISCUSSION

In this study, the international panel of students who participated had similar use of the Internet as an extracurricular learning tool, despite their backgrounds and location. Although there were some differences by dental school location, it was not possible to identify any distinctive pattern by locality. Still, this is an empirical question with practical implications, worth to be answered. However, by years of education, there were significant differences. As expected, those in the final years were more likely to be frequent users of online resources.

Previous studies found that dental, medical and nursing students use a range of digital learning objects as non‐official learning material. 24 Present findings would indicate that even during the so‐called “normal times” (i.e. before the COVID‐19 pandemic), the large majority of students across dental schools were using online resources as a complementary learning tool. Participants mostly used it as a “hidden curriculum” when they have doubts or as a source for additional content. Online content was also used when studying for the assessments.

Educational video platforms are appealing to students as they are more convenient and faster to access than having to check and read printed material. 35 YouTube videos are considered as “How‐to” learning tools. 20 Google, but not Google Scholar, and YouTube were the first and second sites more frequently reported as accessed dental content sites. Less than half reported University sites. This may be due to the fact that undergraduate dental courses do not normally offer 35 enough open online video content to satisfy student demand, 9 or the lack of guidance to search for content pushes students onto YouTube and Google, where sources are unreliable 35 and the quality of their content unchecked. 36 , 37 This is interesting as students seemed to value their lecturers' and demonstrators' guide for online material over their peers' suggestions. However, their peers are always the first option to share and discuss what was viewed on dental videos. Only 23.4% of the students reported that they would discuss their online dental browsing habits with teachers.

This is somewhat concerning as this online material is not regulated. Reasons for this need to be further explored, but it could be because this sharing of consultation is not incentivised. In fact, most respondents indicated that rarely teaching staff recommended sites and that they learned about these resources just by searching on the Internet, not teaching staff. Alternatively, students may feel insecure to share non‐official information. Still, reported access to online resources was frequent. Moreover, a report based on recent PISA results reports difficulties in understanding and interaction with reading material online with the recent generation of students. 13

Most students, in particular, those in the final years of their course, reported accessing clinical procedures. Thus, more chance they will learn clinical procedures online. However, according to the present results, lecturers and demonstrators do not usually recommend videos as supplementary content and most are not made aware by their students about their access to such content in their personal learning time.

The importance of training and encouraging dental students to find reliable content and to discuss fake news during the dental course has been previously raised. 38 Dental students are not confident about the accuracy of online content but still access it due to their continuing desire to learn more about dentistry in their own way. The question remains as to how to develop the students’ abilities to review and appraise such non‐peer‐reviewed material into their clinical actions. 35

In line with the literature, 24  students' preference was for video content. Dental students participating in this study found the availability of the Internet on their smartphones had a positive impact on their dental academic experience. Still, the laptop computer is the preferred device when studying dental content.

4.1. Ways forward

Dental schools should be ready to create and publish more online video format content for their students using short videos (5–15 min) with narration, legends and timestamps. Timestamps organised according to subjects will increase students' engagement in your video and will give teachers the chance of knowing what their students’ difficulties are. 8 , 39 , 40 , 41 , 42 Accepting that students will access the Internet for content, dental schools should provide details on how to critically appraise and incorporate online teaching materials into their learning needs and differentiate facts and evidence‐based information from just opinions or non‐evidence‐based content 13

As in any study, there were some limitations in conducting this international research, which needs to be taken into account when evaluating these results. For example, this study used self‐reported data. In addition, the number of respondents varied, making generalisations and some comparisons difficult to make. The sample size represented a low response rate. Response rates to online surveys about oral health are within the range of 2.5%–26%. 43 , 44 Additionally, this was a multicentric effort and the results were impacted by local practices of data collection. Other practicalities also moderated data collection. For example, EU General Data Protection Regulation went into effect during the research delaying or preventing part of the students from receiving the survey. Brazilian Internet regulations, for instance, were not in place at that time. Other schools (e.g. Chile) were under students’ industrial actions, which also affected response rates. Australian students used a Qualtrics version of the survey; Europeans had access via email whilst Brazilians used WhatsApp. It was presumed that mobile devices (i.e. smartphones) would be the major technology vehicle to access educational and learning material, but the study did show that laptop computers were popular, and this should be considered in future surveys. 45 , 46

Data were collected just before the COVID‐19 outbreak. The global pandemic changes traditional learning methods. The influences and impact of measures to mitigate the pandemic effect on dental education and learning remain unknown. This emphasises the importance of understanding this impact and how students may have shifted their learning to online learning. 47

5. CONCLUSIONS

Results from this assessment suggest that students are learning unofficial dental content from online videos, which include a range of clinical procedures. Overall, students from the dental schools included in the study seem to be hesitant to inform their teachers about their viewing habits but do regularly discuss the material in their peer groups. Dental students wish to receive training on how to evaluate the reliability of online content and incorporate it into their studies. Interestingly, these responses were quite consistent across the dental schools included.

CONFLICT OF INTEREST

The authors confirm that there are no known conflicts of interest associated with this publication.

Dias da Silva MA, Pereira AC, Vital S, et al. Online videos: The hidden curriculum. Eur J Dent Educ. 2022;26:830–837. doi: 10.1111/eje.12766

Funding information

This manuscript is part of the C2LEARN project that has received funding from the European Union's Horizon 2020 research and innovation programme under the Marie Sklodowska‐Curie grant agreement No 748609

[Correction added on 17 March 2022 after first online publication: An author Afrodite Kakaboura affiliation “National and Kapodistrian University of Athens, Athens, Greece” has been updated in this version]

Contributor Information

Marco Antonio Dias da Silva, Email: marco.dias@professor.ufcg.edu.br.

Andresa Costa Pereira, Email: andresa@cstr.ufcg.edu.br.

Rodrigo Mariño, Email: r.marino@unimelb.edu.au.

Sergio E. Uribe, Email: sergio.uribe@rsu.lv.

Domenico Dalessandri, Email: domenico.dalessandri@unibs.it.

DATA AVAILABILITY STATEMENT

The data that support the findings of this study are available on request from the corresponding author. The data are not publicly available due to privacy or ethical restrictions.

REFERENCES

Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Data Availability Statement

The data that support the findings of this study are available on request from the corresponding author. The data are not publicly available due to privacy or ethical restrictions.


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