Published on in Vol 4, No 1 (2015): Jan-Mar

Information Seeking in Social Media: A Review of YouTube for Sedentary Behavior Content

Information Seeking in Social Media: A Review of YouTube for Sedentary Behavior Content

Information Seeking in Social Media: A Review of YouTube for Sedentary Behavior Content

Review

1University of Western Ontario, Health and Rehabilitation Sciences, London, ON, Canada

2Wilfrid Laurier University, Waterloo, ON, Canada

3University of Western Ontario, Kinesiology, London, ON, Canada

4University of Prince Edward Island, Faculty of Science, Charlottetown, PE, Canada

*all authors contributed equally

Corresponding Author:

Emily Knight, BSc

University of Western Ontario

Health and Rehabilitation Sciences

1201 Western Road

London, ON, N6G 1H1

Canada

Phone: 1 519 685 4292

Fax:1 519 685 4071

Email: eknigh2@uwo.ca


Background: The global prevalence of sedentary lifestyles is of grave concern for public health around the world. Moreover, the health risk of sedentary behaviors is of growing interest for researchers, clinicians, and the general public as evidence demonstrates that prolonged amounts of sedentary time increases risk for lifestyle-related diseases. There is a growing trend in the literature that reports how social media can facilitate knowledge sharing and collaboration. Social sites like YouTube facilitate the sharing of media content between users.

Objective: The purpose of this project was to identify sedentary behavior content on YouTube and describe features of this content that may impact the effectiveness of YouTube for knowledge translation.

Methods: YouTube was searched on a single day by 3 independent reviewers for evidence-based sedentary behavior content. Subjective data (eg, video purpose, source, and activity type portrayed) and objective data (eg, number of views, comments, shares, and length of the video) were collected from video.

Results: In total, 106 videos met inclusion criteria. Videos were uploaded from 13 countries around the globe (ie, Australia, Barbados, Belgium, Canada, Colombia, Kenya, New Zealand, Russia, South Africa, Spain, Ukraine, United Kingdom, United States). The median video length was 3:00 minutes: interquartile range (IQR) 1:44-5:40. On average, videos had been on YouTube for 15.0 months (IQR 6.0-27.5) and had been viewed 239.0 times (IQR 44.5-917.5). Videos had remarkably low numbers of shares (median 0) and comments (median 1). Only 37.7% (40/106) of videos portrayed content on sedentary behaviors, while the remaining 66 videos portrayed physical activity or a mix of behaviors. Academic/health organizations (39.6%, 42/106) and individuals (38.7%, 41/106) were the most prevalent source of videos, and most videos (67.0%, 71/106) aimed to educate viewers about the topic.

Conclusions: This study explored sedentary behavior content available on YouTube. Findings demonstrate that there is confusion between physical activity and sedentary behaviors, that content is being uploaded to the site from around the globe, that content is primarily from health organizations and individuals with the purpose of educating fellow users, but that low views, comments, and shares suggest that sedentary behavior content is relatively underutilized on YouTube. Future research may wish to leverage social platforms, such as YouTube, to facilitate implementation and sharing of evidence-based sedentary behavior content.

Interact J Med Res 2015;4(1):e3

doi:10.2196/ijmr.3835

Keywords



Sedentary Behavior

Since the 1950s, researchers have understood the importance of physical activity in promoting health [1]. An active lifestyle is now understood to reduce both the morbidity and mortality of a wide range of chronic diseases ranging from cancer to cardiovascular disease [2]. Insufficient levels of physical activity are responsible for 6% of global mortality and are the fourth leading cause of death around the world [3].

While the health importance of physical activity is well established, recent evidence suggests that sedentary behavior (eg, activities done while sitting) [4] also plays an important role in the development of chronic disease. For example, sedentary behaviors are associated with adverse health effects, including undesirable changes in cardiometabolic markers, vascular, bone, and psychosocial health independent of exercise [5-8]. This is important, given that it is possible to accumulate high amounts of both sedentary and exercise behaviors during a single day [6,7,9-11]. Further, the proportion of time spent in sedentary behavior dwarfs that spent in physical activity. For example, Canadian adults spend roughly 70% of their waking hours engaging in sedentary behavior, while just 3% engaged in moderate or vigorous physical activity [12]. Not surprisingly, recent studies have estimated that sedentary behavior may reduce the life expectancy of Western nations by 1-2 years [13,14]. Given these important differences, researchers have recently argued that sedentary behavior should be viewed as an independent and distinct construct, rather than simply the lack of physical activity [4]. Further, it has been shown that sedentary behavior and physical activity have independent and distinct relationships with health.

Knowledge Translation

The knowledge-to-action framework from Graham et al [15] highlights the multifaceted nature of knowledge creation and implementation. Knowledge about the health effects of prolonged sedentary behaviors has been generated (ie, the knowledge creation cycle). However, a gap exists in understanding how this information is being implemented to impact the health of lay users (ie, the knowledge utilization cycle).

In North America, the Internet is a primary source of health information, with more than half of users seeking health information online [16-18]. Previous evidence has reported that over half of American and European citizens have used the Internet to seek health-related information [19]. Online mediums may help to bridge the research to action gap by allowing evidence-based information to freely reach the homes of a broad spectrum of users. There is a growing trend in the literature reporting how social media can facilitate knowledge sharing and collaboration [20].

YouTube

YouTube is among the top three most popular websites visited around the world, with more than 4 billion videos being watched by users daily [21,22]. The primary concept of social media sites like YouTube is the sharing of media content between users [23]. Videos allow for the sharing of complex ideas in a simple format [22]. The Health Care Social Media List form the Mayo Clinic identifies over 700 health-related associations in the United States that have established a presence on YouTube [24]. A strength of the social media format for knowledge translation is its capacity for timely updates, in contrast to the slow uptake and evolution of information shared through traditional peer-reviewed formats [19]. However, there is a lack of regulation on the content available through YouTube. Previous research has reported that misleading information posted through videos on YouTube could endanger viewers [22].

Purpose

There is a growing body of evidence exploring health content available through YouTube. Research has identified that health-related videos posted to YouTube may contain erroneous and potentially harmful health information [20,22,25]. As knowledge about the health risk of sedentary behavior transitions from research to practice, there is value in understanding if the information available on YouTube is evidence-based. Therefore, the purpose of this project was to identify sedentary behavior content on YouTube and describe features of this content that may impact the effectiveness of YouTube for knowledge translation, such as evidence-informed messages and description of video characteristics. Understanding what information is currently available may help researchers tailor their messages to promote more effective knowledge translation and uptake.


Search Strategy

YouTube was searched on a single day (May 25, 2014) by 3 independent reviewers (EK, BI, AM). Computers were set to “incognito”/“worldwide” to limit any filtering by the site to previous user data and to help ensure that search results would not be limited to local country of searching but instead include videos from around the globe.

Similar to the methods of Williams et al [26], Google AdWords [27] was used to search keyword phrases frequently used by the public when searching Google in relation to “sedentary behavior” to develop a list of popular phrases for the topic that could be searched on YouTube. Subsequently, three keyword searches of YouTube were conducted (“sedentary behaviour”, “sedentary behavior”, and “sedentary lifestyle”) as well as a category search of the YouTube-generated “sedentary lifestyle” topic channel. Currently, YouTube algorithms create topic channels based on volume of content on the site, in the present case linked to the keyword phrase “sedentary lifestyle”. The channel’s main page presents three popular videos sorted by relevance to the topic channel for six subcategories: (1) popular sedentary lifestyle videos, (2) popular sedentary lifestyle and health videos, (3) popular sedentary lifestyle and physical exercise videos, (4) popular sedentary lifestyle and obesity videos, (5) popular sedentary lifestyle & lifestyle videos, and (6) popular sedentary lifestyle and childhood obesity videos.

For each of the four searches (three keyword, one topic channel), results were sorted by both relevance and views using the YouTube search features, and the first two result pages (approximately 40 videos) were assessed. The goal of the search process was to identify YouTube content that users are accessing the most. Searching was limited to the initial two pages of results based on the following a priori criteria: (1) saturation of the topic becomes evident in most cases by the end of the second page at which point search results are obviously not related to the search phrase, and unlike the searching process employed in systematic reviews, (2) typical YouTube users may be less likely to continue scanning results past the initial two pages of results, especially when videos appear not to be linked to the search phrase. Videos were excluded if they were not available in English or portrayed content obviously not related to the search (eg, music videos, product advertisements). Additionally, individual users’ channels that were generated in the search results were not reviewed, as they contained multiple videos posted by the user with varying relation to the desired search content.

Data Management and Analysis

Video data were coded into an electronic spreadsheet and analyzed in June 2014. For each video, we collected both objective data (video title, URL, number of views, number of shares, the length of the video, number of comments posted by YouTube users, descriptive text and keywords that the user who uploaded the video included, and the YouTube category used to classify the video) and subjective data (the purpose and source of the video, and the type of activity content included in the video). Textbox 1 defines coding themes used for subjective data. To ensure consistency in coding, a representative video from each search was coded collaboratively until consensus was reached.

Descriptive statistics were performed to understand the context of evidence available on YouTube. Specifically, there was interest in understanding if the information available on YouTube represents best evidence for sedentary behavior, if users are seeking information on sedentary behavior through this medium, and describing video content in terms of who is producing the video to help inform future initiatives for leveraging YouTube as a knowledge translation vehicle. To explore the descriptive statistics by popularity of content on the YouTube site, interquartile range of view counts were used to group videos based on number of views. Pearson correlation coefficient (r) was calculated to explore the relationship between views, keyword search, video length, video source, and activity classification. Statistical significance was set at P<.05.

Definition of coding themes for subjective data extraction.

Video Source

  • Media: Video presented by an identified news/media source
  • Individual: Video presented by an individual
  • Academic/Health Organization: Video presented by an academic conference, research group, or medical organization
  • Consumer: Video endorsing and/or promoting sale of a product/service

Video Purpose

  • Educate: Video informs/teaches about the topic, which includes evidence-based information
  • Opinion: Video portraying an individual’s or organization’s perspective on the topic
  • Academic Presentation: Video of a presentation to academic audiences (eg, conference proceedings)
  • Commercial: Video promoting a company’s or individual’s product(s)

Activity Classification

  • Physical Activity: Video portraying information on physical activity and the health benefits and/or public health recommendations for this activity
  • Sedentary Behavior: Video portraying information on the behavior and/or health outcomes of activities in a sitting or reclining posture
  • Mixed: Video incorporating information of both physical activity as well as activities in sitting/reclining postures
Textbox 1. Definition of coding themes for subjective data extraction.

Figure 1 shows the search results. The initial search yielded 232 videos. After removing ineligible and duplicate results, data were analyzed from 106 videos. Table 1 summarizes the included videos. The location of the uploader was not discernable via the YouTube site. Therefore, an independent online database (YouTube Stats [28]) was used to search the country of origin for videos. It should be noted that the database provides only a source of origin for videos with >4 subscribers; therefore, it did not provide a complete source for origin of all videos in this sample (Table 2). Figure 2 shows the distribution of videos around the globe and demonstrates a substantial representation of content from North America.

Table 1. Video results.
Result No.URLTitleMonths on YouTubeLength (min)Views
1http://www.youtube.com/watch?v=dJY9NWoA3Dk10 Minute Basic Workout for the Sedentary Individual193:40495
2https://www.youtube.com/watch?v=o12kXL0iopE10-1. Sedentary Lifestyle and How To Improve Cardiovascular Endurance with Exercise616:3913,100
3http://www.youtube.com/watch?v=oWW-Ws32MLI15. Osteoporosis Sedentary Lifestyle101:3019
4http://www.youtube.com/watch?v=YaucXroi8ls2012 JustStand Wellness Summit; Dr David Dunstan, Baker IDI Heart and Diabetes Institute959:4167
5http://www.youtube.com/watch?v=lJG4T5LpDzM2014 Physical Activity Forum - Get Up, Stand Up01:03:0312
6https://www.youtube.com/watch?v=6uomlJh5g9g8 Weight Loss Tips for a Sedentary Lifestyle233:1665
7http://www.youtube.com/watch?v=aoMmpFbZz-kAmerican Idle: Sedentary Time and Health13:280
8https://www.youtube.com/watch?v=MWVv0Z3x_xAAmerica\'s Walking | A Call to Action | A Sedentary Lifestyle508:54913
9https://www.youtube.com/watch?v=3WxP7fU_JF4An Introduction to Active vs. Sedentary Lifestyles as it Relates to Chronic Disease.wmv502:053822
10http://www.youtube.com/watch?v=sAo_352QYjsAre you Active or Sedentary? How can you become more Active for FREE? Easy tips Lisa in Marbella24:3054
11https://www.youtube.com/watch?v=NndqoguNrzsAvoid Sedentary Lifestyle26:4014
12http://www.youtube.com/watch?v=hMegW5G7ZEkBack Pain & Sedentary Life Style194:58258
13http://www.youtube.com/watch?v=tnQ1Ye6J5AwBeating Sedentary Behavior at Prince of Wales school111:39150
14http://www.youtube.com/watch?v=clZq8w2lRHsBenefits of a Standing Desk on your Feet Australia Campaign35:2590
15http://www.youtube.com/watch?v=apEYRbfVsksBonnie Spring: Can we Design our Way out of the Obesity Epidemic?3142:39132
16http://www.youtube.com/watch?v=63SMM8tTELwBouncing at Work90:47101
17https://www.youtube.com/watch?v=B9jhqaXZR0wBreaking the Sedentary Lifestyle102:5217
18http://www.youtube.com/watch?v=uqviPmuytQABreaks in Sedentary Time are Associated with Reduced Health Risk in Children.54:18128
19https://www.youtube.com/watch?v=5ty7GhKJ0YgCamp Abilities: A Vision of a Healthier Lifestyle463:081079
20http://www.youtube.com/watch?v=UFg4amY6ltgClassroom & Sedentary Behavior66:4953
21http://www.youtube.com/watch?v=CLSbS0yEJ5MClassroom Teacher Challenges for Managing PA: Reduce Sedentary Behavior with Strctu211:21922
22https://www.youtube.com/watch?v=d4g7bPS_8pkCombatting a Sedentary Lifestyle - Penn State Hershey121:00517
23http://www.youtube.com/watch?v=osnXMZg4ccQCourse Director Pitch - BSc Hons Physical Activity Exercise and Health02:2344
24http://www.youtube.com/watch?v=sSKF0RoAOUYDan Oliver and Ryan Durden\'s Video Presentation14:4612
25http://www.youtube.com/watch?v=lyBKXKBei8oDangers of a Sedentary Lifestyle128:06461
26https://www.youtube.com/watch?v=to8GmlDfhmwDangers of a Sedentary Lifestyle261:20718
27http://www.youtube.com/watch?v=eHoVLMFboBIDynaCubes Breaking Sedentary behavior111:3632
28https://www.youtube.com/watch?v=YRJpfkqYBp4Easy Ways to Increase Physical Activity490:5812,298
29https://www.youtube.com/watch?v=rasZGZpQsy0Educating the Student Body: Taking Physical Activity and Physical Education to School122:4010,810
30http://www.youtube.com/watch?v=B7r6r9UOxu0Effect of Physical Activity on Serum Prostate-Specific Antigen Concentrations165:05117
31http://www.youtube.com/watch?v=WwOdG1INtV8EPI-NPAM 2012- Sedentary Behavior, Physical Activity and Incident Coronary Heart Disease267:26366
32https://www.youtube.com/watch?v=PZVknpDsoNYErin has been Overweight her Whole Life523:422003
33http://www.youtube.com/watch?v=Iz0JgVoEFHcExercise & Weight Loss - Episode 7 - Summer Tomato Live3643:12:001343
34http://www.youtube.com/watch?v=QFc-5oXgbYYExercise training Alters Subcutaneous White Adipose Tissue (scWAT)112:18684
35http://www.youtube.com/watch?v=1PvQjNF2thsFitness Paradigm2143:2556
36https://www.youtube.com/watch?v=IqWfxxuxmi4Give Up Your Sedentary Lifestyle372:37594
37http://www.youtube.com/watch?v=Z_cx-n_7mXgGregory Norman - Physical Activity and Sedentary Behavior Classification Using Motion Sensor and SM724:1538
38https://www.youtube.com/watch?v=Bxt0fplopvAHealth & Fitness Tips For Truck Drivers Revealed By Twin Drivers41:081434
39https://www.youtube.com/watch?v=P5ve869jb_YHealthy Eating vs. Sedentary Lifestyle - Fabio Viviani124:551201
40http://www.youtube.com/watch?v=A7vQWf-miVsHK200 Ken Etics22:061991
41https://www.youtube.com/watch?v=5Nj3smpfUtMHow to Avoid a Sedentary Lifestyle:461:475964
42https://www.youtube.com/watch?v=PkpjnGHeNN4How to Pronounce Sedentary140:202151
43https://www.youtube.com/watch?v=aDRYEYSb_f8Informative Speech-Sedentary Lifestyle-Wilkey137:4230
44http://www.youtube.com/watch?v=6BYvKdiWtcwIntro.wmv02:4113
45https://www.youtube.com/watch?v=ovAev4W7BeYIs Korea Affected by an Abdominal Obesity and Sedentary Lifestyle Epidemic?150:3745
46http://www.youtube.com/watch?v=4MnQ7XnBpccJigsaw Desks492:23119
47https://www.youtube.com/watch?v=2Zquq7I_Ol0Joe Rogan on Fresh Food and a Sedentary Lifestyle25:42328
48http://www.youtube.com/watch?v=BcxBeVaGnjIKeynote Speech - Dr Kong Chen - Be Active 20121850:16147
49http://www.youtube.com/watch?v=Mbr7rDe7vRwL3 Health Online task Intro.wmv302:2027
50https://www.youtube.com/watch?v=TOT6T--70_wLesson 2, The Benefits of a Healthy Lifestyle302:10741
51https://www.youtube.com/watch?v=oh40z8MOzh0Lifestyle: Ageing and Health253:431866
52http://www.youtube.com/watch?v=pH_iFV3nYnQMotivations for Continued Involvement in Physical Activity224:33348
53http://www.youtube.com/watch?v=ElDA0YzORjsObesity: A Heavy Burden41:07:52239
54http://www.youtube.com/watch?v=Ok96iSLWyygOlder Women Spend 2/3rd of Time Sedentary30:3310
55http://www.youtube.com/watch?v=3fV91ZGAkR0Physical Activity and Sedentary Jobs364:47406
56http://www.youtube.com/watch?v=XTTCKd8pZNQProf. Stuart Biddle - Teaser70:5023
57http://www.youtube.com/watch?v=yLJo5VECe5EProject Play: Reimagining Youth Sports in America31:14:194459
58http://www.youtube.com/watch?v=9wRDIXxBmIYPromoting More Physical Activity and Less Sedentary Behaviour in Young People70:27214
59https://www.youtube.com/watch?v=L2E8_MJsNZAPSA Sedentary Lifestyle245:35513
60http://www.youtube.com/watch?v=hmCIuFv05agScottish Kids Less Active02:342
61http://www.youtube.com/watch?v=ZuAKXAGZK0wSedentary Behavior257:2237
62http://www.youtube.com/watch?v=qondXFSjPPASedentary Behavior and your Health50:5131
63http://www.youtube.com/watch?v=znXimY_iNvsSedentary Behavior in College Students100:5528
64http://www.youtube.com/watch?v=Dr226ZCZuPwSedentary Behavior in Youth65:1124
65http://www.youtube.com/watch?v=ynfUyMN6ReQSedentary Behavior- Target for Change, Challenge to Assess2513:171056
66http://www.youtube.com/watch?v=qondXFSjPPASedentary Behaviour & Health: Is the Chair the Most Important Threat to Health in 21st Century?031:564
67http://www.youtube.com/watch?v=rTRHkUuLON8Sedentary Behaviour (Get off the couch)142:34233
68http://www.youtube.com/watch?v=hWWHhvxYzXkSedentary Behaviour Researchers - A Guaranteed Standing Ovation190:10179
69http://www.youtube.com/watch?v=gB33PRJttyUSedentary Behaviour: Not Even Once142:17252
70http://www.youtube.com/watch?v=qondXFSjPPASedentary Life—Barriers to Physical Activities2623:36644
71http://www.youtube.com/watch?v=8_xeukXJPbkSedentary Lifestyle164:1556
72https://www.youtube.com/watch?v=5b064VsRiiYSedentary Lifestyle11:4581
73https://www.youtube.com/watch?v=2lWnUnQTfxUSedentary lifestyle124:1717
74https://www.youtube.com/watch?v=cWaVOq0AAAQSedentary Lifestyle - Get Fit or Get Fat362:291451
75https://www.youtube.com/watch?v=F2PP-7vDJh0Sedentary Lifestyle - It\'s Bad!!! This\'s How I solved My Problem of Chronic Sedentary Lifestyle - p12710:39244
76https://www.youtube.com/watch?v=oVGi6jZ99ysSedentary Lifestyle and Obesity202:203738
77http://www.youtube.com/watch?v=-Y68CfN6oCkSedentary Lifestyle As Damaging As Smoking, Study Says461:551651
78https://www.youtube.com/watch?v=tupL_3uAZx0Sedentary Lifestyle Doubles Disability Risk in Seniors, Study Finds31:1937
79https://www.youtube.com/watch?v=MxURWgdEfuYSedentary lifestyle p2 -It\'s Bad!!! This\'s How I solved My Problem of Chronic Sedentary Lifestyle284:52127
80https://www.youtube.com/watch?v=EUG_lUEJfUISedentary Lifestyle Takes Toll on Health32:0176
81https://www.youtube.com/watch?v=Q36IfFpzwqYSedentary to Active Lifestyle794:55883
82https://www.youtube.com/watch?v=I9dC2ASKT8UShould Sedentary Lifestyle Be Considered a Medical Condition211:27138
83https://www.youtube.com/watch?v=5l8w3OWC4BMSitting Is the New Smoking??32:172577
84https://www.youtube.com/watch?v=Wl3U8DlGlyUSleekgeek Talks to Heath24213:281643
85https://www.youtube.com/watch?v=391MFsMJeyoSteven Needs to Change his Sedentary Lifestyle.523:57608
86https://www.youtube.com/watch?v=gotapi_c7H0Stop Sitting Your Life Away101:421294
87https://www.youtube.com/watch?v=2oDi1n4CdsoThe American Sedentary Lifestyle401:581061
88http://www.youtube.com/watch?v=8h3HM9O2nQUThesis Defense81:44:46235
89http://www.youtube.com/watch?v=-NAFN0tzjBETo Good Health: Battling Chronic Diseases Episode 12912:2933
90http://www.youtube.com/watch?v=ysxpX1I4VPYToddlers on the Move01:4322
91https://www.youtube.com/watch?v=8r0tBE-TyxMTop Health and Fitness201:052796
92http://www.youtube.com/watch?v=c2Sa1GczhocWalk with Wellness22:0225
93https://www.youtube.com/watch?v=FaQbrcJU150Walking: Get the Word Out151:17535
94http://www.youtube.com/watch?v=3lGrOyFpjTgWe are Leading Sedentary Lives, Says Health Minister42:1616
95https://www.youtube.com/watch?v=_mNe_IF8ocgWhat are Risk Factors Associated with Sedentary Lifestyle and Poor Nutritional Habits in Brazil?351:18263
96https://www.youtube.com/watch?v=5i5-ox64reYWhat can we do to Combat a Sedentary Lifestyle?123:1468
97http://www.youtube.com/watch?v=SWnOGts8OewYour Chair Is Killing You - Ernesto Ramirez395:15842
98http://www.youtube.com/watch?v=MK9QGGzeQe4Zamzee Interview on KRON 4 News194:45301
99https://www.youtube.com/watch?v=iXhEedeIRnM&list=PLbx2DInNN4q-ZXkOL23D5VQlNka4NfTwbPhysical Inactivity: The Biggest Public Health Problem of the 21st Century71:07:171542
100https://www.youtube.com/watch?v=I-RkFDrFhF8&list=PLbx2DInNN4q-ZXkOL23D5VQlNka4NfTwb&index=2Too Much TV Bad for Your Health?351:495253
101https://www.youtube.com/watch?v=dEqtySX0wSs&list=PLbx2DInNN4q8eXTUVJhFuTYTLxhmcK-mmInactivity Increases Heart Disease Risk | Heart Disease91:22707
102https://www.youtube.com/watch?v=3LBbHbZ8jxkReport Says: Physical Inactivity Kills 5 Million a Year227:19108
103https://www.youtube.com/watch?v=zrp5sF0za40Dr Rutledge Cause of Obesity: Excessive Calories/Lack of Exercise. Calories In and Calorie Out515:51720
104https://www.youtube.com/watch?v=I9dC2ASKT8UShould Sedentary Lifestyle Be Considered a Medical Condition211:27361
105https://www.youtube.com/watch?v=kPNMuuY7jLUThe Relationship Between Physical Activity and Childhood Overweight and Obesity421:5584
106https://www.youtube.com/watch?v=Ofg3UlxFVM0Couch Potato Toddlers381:09635
Table 2. Location of origin for videos (N=106).
CountryVideos, n (%)
Australia4 (3.7)
Barbados1 (0.9)
Belgium1 (0.9)
Canada12 (11.3)
Colombia1 (0.9)
Kenya1 (0.9)
New Zealand1 (0.9)
Russia1 (0.9)
South Africa1 (0.9)
Spain2 (1.9)
Ukraine1 (0.9)
United Kingdom8 (7.6)
United States44 (41.5)
Not available28 (26.4)
Figure 1. Search results.
View this figure
Figure 2. Global distribution of search results.
View this figure

Video Features

The four search phrases (“sedentary behavior”, “sedentary behaviour”, “sedentary lifestyle”, and YouTube topic channel) and two search methods (sorted by relevance or views) generated 58.5% (62/106) duplicate results. Of the results that were unique to a single search phrase (41.5%, 44/106), “sedentary lifestyle” generated 65.9% (29/44), “sedentary behaviour” generated 20.5% (9/44), and “sedentary behavior” generated 13.6% (6/44).

Table 3 presents the means and interquartile ranges of video views, length, time since uploaded to the YouTube site, and quantity of comments posted by users. There was no relationship between number of views and video length (r=-.10, P>.05), or the search phrase (r=.08, P>.05). Similarly, no relationship was evident between search phrase and the source of the video (r=-.05, P>.05) or the activity type presented in the video (r=-.09, P>.05).

Table 3. Descriptive features of video results (N=106).

Mean (SD)25th percentile50th percentile75th percentile
Views1008.9 (2202)44.5239.0917.5
Video length (minutes)9:01 (16:31)1:443:005:40
Time on YouTube (months)19.2 (17.0)6.015.027.5
Comments1.7 (5.7)011
Shares1.2 (3.9)001

Activity Type

Videos that portrayed content on sedentary behaviors alone represented 37.7% (40/106) of the results. Videos that portrayed a combination of sedentary and physical activity behaviors represented 31.1% (33/106) of the sample, and videos that portrayed physical activity behaviors alone similarly comprised 31.1% (33/106) of the sample. Videos with the highest view counts (ie >240 views) portrayed physical activity behavior content, not specifically sedentary behavior content (Figure 3).

Figure 3. Activity type portrayed in videos by interquartile range of views.
View this figure

Source of the Content

Academic/Health Organizations and Individuals were the most common source of content, representing 39.6% (42/106) and 38.7% (41/106) of videos, respectively. News/Media comprised 12.3% (13/106) of the videos, and 9.4% (10/106) of videos were Consumer. The trend was similar across view count ranges (Figure 4).

Figure 4. Source of videos presented by interquartile range of views.
View this figure

Purpose of the Content

The predominant purpose of videos was coded as Educational (71/106, 67.0%). Academic presentations (16/106, 15.1%) and Opinions (14/106, 13.2%) contributed to a smaller portion of the available content. Minimal videos (5/106, 4.7%) were Consumer-based, aiming to sell products or services. Moreover, Educational videos were more dominant across all view count ranges (Figure 5).

Figure 5. Purpose of video presented by interquartile range of views.
View this figure

Popularity of Content

YouTube is a popular social media site that facilitates the sharing of content, evidence-based or otherwise, with a large body of users. The purpose of this study was to explore descriptive features of sedentary behavior content on YouTube to enhance future knowledge translation efforts of evidence-informed sedentary behavior content. Results from 106 sedentary behavior videos demonstrate that content is being uploaded from around the world, which further underscores the value of this medium as a way to link the global community. Moreover, these results may underestimate the global reach of content via this social platform due to eligibility criteria from this study excluding videos not available in English.

Google AdWords [27] was used to generate a list of search phrases common to Internet users. The search phrase “sedentary lifestyle” generated more unique search results on YouTube than the other search phrases. However, no relationship was evident between search phrase and either views or source of the video. These results suggest that certain key terms are more prevalent on the site, yet this does not appear to impact viewership of sedentary behavior content on this social media platform.

To help design the future development of sedentary behavior content for YouTube, our investigation explored the relationship between length of videos and view counts. There was no relationship, suggesting that length of video does not impact the viewership. Therefore, knowledge translation efforts may need to consider aspects other than length of videos in order to increase viewership.

User-generated comments on videos represent the interactive and collaborative nature of YouTube content. The videos included this analysis had generated very few comments on the YouTube site (Table 3), which may indicate that sedentary behavior content currently on YouTube is not generating discussion and collaboration among users. Similarly, there were a remarkably low number of shares for sedentary behavior videos, indicating that users are not engaging in further social features of the YouTube site to enhance the reach of sedentary behavior content.

Moreover, view counts can be used to compare popularity of content on YouTube. Typically, popular videos on the site generate hundreds of thousands to millions of views. The median view count of sedentary behavior videos was 239 (Table 3), which suggests that the sedentary behavior content posted to the site is not popular among users. This presents a substantial opportunity for sedentary behavior researchers to improve the reach and impact of evidence through this social platform.

Evidence-Based Content

In the past, the term “sedentary” was often used to refer to individuals who were not sufficiently physically active [4,29]. However, as noted above, available evidence suggests that sedentary behavior and physical activity should be viewed as separate and distinct constructs [4,30]. Thus, a growing number of researchers have suggested that the term “sedentary” should be used only to describe sedentary behaviors (eg, activities done while sitting), as opposed to the lack of physical activity [4].

Despite the widely used academic definition of sedentary behavior as activities characterized by sitting, approximately one third of this sample of videos displayed content on physical activity, not sedentary behaviors. Further, videos with higher view counts tended to portray information on physical activity, not sedentary behaviors (Figure 3). Finally, there was no relationship between search phrase and the type of activity behavior presented in the video (ie, sedentary behavior, physical activity, or mixed). These results further underscore the confusion between physical activity and sedentary behavior, which may impact knowledge users’ understanding of both the behaviors themselves and the associated health outcomes of these distinct behaviors.

Limitations

The source and content of information is variable in this medium. There is currently a lack of standardized tools for assessing quality of content on social media sites like YouTube. Unlike systematic reviews of traditional evidence, a gap exists in the literature describing an evidence-based quality assessment tool for the purpose of reviewing social media content.

Moreover, previous research has highlighted concerns about the regulation of content available online. For example, one study that examined YouTube for evidence-based immunization content found that videos containing information that contradicted public health guidelines on the topic of interest were more likely to receive high view counts and user ratings and accounted for more than half of YouTube content on the topic [20]. Moreover, another study that examined YouTube for video content on eating disorders found that one third of videos glorified the unhealthy behaviors, and that these videos were more likely to have higher view counts than videos that discouraged the behavior [25]. These findings may further underscore the importance of the research community leveraging the popularity of YouTube as a knowledge translation vehicle to promote evidence-based information.

While YouTube is accessible around the world, and results from this study demonstrate content being uploaded from across the globe, many workplaces and educational institutions restrict user access to social media sites like YouTube. Restricted access may limit the impact of this medium for translation of evidence-based information to users. Research demonstrating the cultural value of YouTube [31,32] in conjunction with the potential of the social platform for sharing evidence-based content may be of value for informing the future development of policies governing access to social sites like YouTube.

Conclusions

While physical activity is a well-established research domain, the focus on sedentary behavior research is much more recent. Therefore, many information seekers are not only unaware of the health consequences of prolonged sedentary behaviors, but also of the distinction between “too much sitting” and “not enough exercise”. Moreover, there is a shortage of evidence describing the implementation and translation of evidence-based sedentary behavior information into lay landscapes, which could further impede an individual’s understanding of this health risk.

Our study explored sedentary behavior content available on YouTube. Findings demonstrate that there is confusion between physical activity and sedentary behaviors, that content is being uploaded to the site from around the globe, that content is primarily from health organizations and individuals with the purpose of educating fellow users, but that low views and comments suggest that sedentary behavior content is relatively underutilized on YouTube. Future research may wish to leverage social platforms, such as YouTube, to facilitate implementation of evidence-based sedentary behavior content.

Acknowledgments

EK is supported by a Canadian Institutes of Health Research Doctoral Research Award. Sponsors had no role in the development of this project or the submission of this manuscript for publication.

Authors' Contributions

EK contributed to research design, implementation, data collection, data analysis, and manuscript preparation. BI contributed to data collection, analysis, and manuscript preparation. AM contributed to data collection, analysis, and manuscript preparation. TJS contributed to research design, data analysis, and manuscript preparation. All authors approved the manuscript for publication.

Conflicts of Interest

TJS was the creator of one of the videos included in this analysis.

References

  1. Morris J, Crawford M. Coronary Heart Disease and Physical Activity of Work. BMJ 1958 Dec 20;2(5111):1485-1496. [CrossRef]
  2. Warburton DE, Nicol CW, Bredin SS. Health benefits of physical activity: the evidence. CMAJ 2006 Mar 14;174(6):801-809 [FREE Full text] [CrossRef] [Medline]
  3. Global Health Recommendations on Physical Activity for Health. Geneva: World Health Organization; 2010.
  4. Sedentary Behaviour Research Network. Letter to the Editor: Standardized use of the terms "sedentary" and "sedentary behaviours". Appl Physiol Nutr Metab 2012 Jun;37(3):540-542. [CrossRef]
  5. Hamilton MT, Hamilton DG, Zderic TW. Role of low energy expenditure and sitting in obesity, metabolic syndrome, type 2 diabetes, and cardiovascular disease. Diabetes 2007 Nov;56(11):2655-2667 [FREE Full text] [CrossRef] [Medline]
  6. Owen N, Healy GN, Matthews CE, Dunstan DW. Too much sitting: the population health science of sedentary behavior. Exerc Sport Sci Rev 2010 Jul;38(3):105-113 [FREE Full text] [CrossRef] [Medline]
  7. Tremblay MS, Colley RC, Saunders TJ, Healy GN, Owen N. Physiological and health implications of a sedentary lifestyle. Appl Physiol Nutr Metab 2010 Dec;35(6):725-740. [CrossRef] [Medline]
  8. Saunders TJ, Larouche R, Colley RC, Tremblay MS. Acute sedentary behaviour and markers of cardiometabolic risk: a systematic review of intervention studies. J Nutr Metab 2012;2012:712435 [FREE Full text] [CrossRef] [Medline]
  9. Dunstan DW, Kingwell BA, Larsen R, Healy GN, Cerin E, Hamilton MT, et al. Breaking up prolonged sitting reduces postprandial glucose and insulin responses. Diabetes Care 2012 May;35(5):976-983 [FREE Full text] [CrossRef] [Medline]
  10. Healy GN, Dunstan DW, Salmon J, Cerin E, Shaw JE, Zimmet PZ, et al. Breaks in sedentary time: beneficial associations with metabolic risk. Diabetes Care 2008 Apr;31(4):661-666. [CrossRef] [Medline]
  11. Dunstan DW, Healy GN, Sugiuama T, Owen N. Too much sitting' and metabolic risk - Has modern technology caught up with us? European Endocrinology 2010;6(1):19-23.
  12. Colley RC, Garriguet D, Janssen I, Craig CL, Clarke J, Tremblay MS. Physical Activity of Canadian Adults: Accelerometer Results from the 2007 to 2009 Canadian Health Measures Survey. Health Reports 2011;22(1):1-8.
  13. Katzmarzyk PT, Lee IM. Sedentary behaviour and life expectancy in the USA: a cause-deleted life table analysis. BMJ Open 2012;2(4) [FREE Full text] [CrossRef] [Medline]
  14. Veerman JL, Healy GN, Cobiac LJ, Vos T, Winkler EA, Owen N, et al. Television viewing time and reduced life expectancy: a life table analysis. Br J Sports Med 2012 Oct;46(13):927-930. [CrossRef] [Medline]
  15. Graham ID, Logan J, Harrison MB, Straus SE, Tetroe J, Caswell W, et al. Lost in knowledge translation: time for a map? J Contin Educ Health Prof 2006;26(1):13-24. [CrossRef] [Medline]
  16. Fisher J, Clayton M. Who gives a tweet: assessing patients' interest in the use of social media for health care. Worldviews Evid Based Nurs 2012 Apr;9(2):100-108. [CrossRef] [Medline]
  17. Gold J, Pedrana AE, Stoove MA, Chang S, Howard S, Asselin J, et al. Developing health promotion interventions on social networking sites: recommendations from The FaceSpace Project. J Med Internet Res 2012;14(1):e30 [FREE Full text] [CrossRef] [Medline]
  18. Thackeray R, Crookston BT, West JH. Correlates of health-related social media use among adults. J Med Internet Res 2013;15(1):e21 [FREE Full text] [CrossRef] [Medline]
  19. Heilman JM, Kemmann E, Bonert M, Chatterjee A, Ragar B, Beards GM, et al. Wikipedia: a key tool for global public health promotion. J Med Internet Res 2011;13(1):e14 [FREE Full text] [CrossRef] [Medline]
  20. Grajales FJ, Sheps S, Ho K, Novak-Lauscher H, Eysenbach G. Social media: a review and tutorial of applications in medicine and health care. J Med Internet Res 2014;16(2):e13 [FREE Full text] [CrossRef] [Medline]
  21. Alexa: The Web Information Company. 2013.   URL: http://www.alexa.com/siteinfo/youtube.com [accessed 2014-08-20] [WebCite Cache]
  22. Azer SA, Algrain HA, AlKhelaif RA, AlEshaiwi SM. Evaluation of the educational value of YouTube videos about physical examination of the cardiovascular and respiratory systems. J Med Internet Res 2013;15(11):e241 [FREE Full text] [CrossRef] [Medline]
  23. Knight E. Leveraging the Power of Social Media to Engage Patients and Achieve Treatment Outcomes. Crit Rev Phys Rehabil Med 2012;24(3-4):169-177. [CrossRef]
  24. Health Care Social Media List.   URL: http://network.socialmedia.mayoclinic.org/hcsml-grid [WebCite Cache]
  25. Syed-Abdul S, Fernandez-Luque L, Jian WS, Li YC, Crain S, Hsu MH, et al. Misleading health-related information promoted through video-based social media: anorexia on YouTube. J Med Internet Res 2013;15(2):e30 [FREE Full text] [CrossRef] [Medline]
  26. Williams D, Sullivan SJ, Schneiders AG, Ahmed OH, Lee H, Balasundaram AP, et al. Big hits on the small screen: an evaluation of concussion-related videos on YouTube. Br J Sports Med 2014 Jan;48(2):107-111. [CrossRef] [Medline]
  27. Google Adwords Keyword Planner.   URL: https://adwords.google.com/KeywordPlanner [accessed 2014-08-20] [WebCite Cache]
  28. YouTube Stats (Subscriber Ranking & Video Statistics).   URL: http://vidstatsx.com/ [accessed 2014-08-21] [WebCite Cache]
  29. Pate RR, O'Neill JR, Lobelo F. The evolving definition of "sedentary". Exerc Sport Sci Rev 2008 Oct;36(4):173-178. [CrossRef] [Medline]
  30. Saunders TJ, Chaput JP, Tremblay MS. Sedentary behaviour as an emerging risk factor for cardiometabolic diseases in children and youth. Can J Diabetes 2014 Feb;38(1):53-61. [CrossRef] [Medline]
  31. Wesh M. Web 2.0...The machine is us/ing us.   URL: https://www.youtube.com/watch?v=6gmP4nk0EOE [accessed 2014-08-20] [WebCite Cache]
  32. Wesh M. An anthropological introduction to YouTube. 2008.   URL: https://www.youtube.com/watch?v=TPAO-lZ4_hU [accessed 2014-08-20] [WebCite Cache]

Edited by G Eysenbach; submitted 02.09.14; peer-reviewed by S Sullivan, DM Liou; comments to author 22.09.14; revised version received 02.10.14; accepted 04.11.14; published 20.01.15

Copyright

©Emily Knight, Brittany Intzandt, Alicia MacDougall, Travis J Saunders. Originally published in the Interactive Journal of Medical Research (http://www.i-jmr.org/), 20.01.2015.

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