Wednesday, November 26, 2014

Why and How University Students Use YouTube? (SV)



Abstract
      Social networking sites are one of the latest examples of communication technologies that have been widely adopted by students. The primary objective of conducting this study was to contribute to understanding of how university students use social media. We focused more on YouTube, as one of the popular social networking websites, and graduate students, as representatives of university students who are more frequently involved in academic activities. A survey, including twenty five questions, was developed to address key questions in terms of using different types of social media, including the purpose of using YouTube, students’ attitudes towards the impact of social media on academic performance, and gender and nationality differences. Surveys were filled out by 152 students at a university in west Texas. We found that graduate students were more likely than other students to use YouTube for learning purposes. A major take-home message for educators is that social media have the potential to become a valuable resource to support their educational communications, and they will benefit from integrating social media, such as YouTube, into university courses.

Introduction
Social media are escalating at a rapid rate, impacting all aspects of our life. In fact, it might be difficult to imagine a world without using some sort of social media such as Facebook, Twitter, YouTube, or Instagram. The ways we learn, teach, make friends, do shopping, and interact with each other are affected significantly by social media sites. The common feature of all these media is facilitating social networking. “Social networks are defined as a body of applications that augment group interaction and shared spaces for collaboration, social connections, and aggregates information exchanges in a web-based environment” (Mazman & Usluel, 2011, p. 133). As Stutzman (2006) states, social networks can be used for “passing time, learning about other people, maintaining social relations, or following changes at the university, class or school enrolled” (as cited in Mazman & Usluel, 2011, p. 134). Advantages and disadvantages of this widespread use of social media are discussed in the literature. Enhancing communication, social connection, and technical skills is demonstrated to be the major benefit of using social networking websites for younger users (Ito et al., 2008). On the other hand, deteriorating face-to-face communication skills, facilitating laziness, reducing family closeness, and creating a skewed self-image are some of the discussed disadvantages of using social media for young users (Price-Mitchell, 2014). Comparisons of different social media in terms of their features, number of users, and users’ demographics and purposes remain as one of the most popular research areas. An example is a study by Princeton Survey Research Associates International in 2013, which showed that 42% of online adults in the US use multiple social networking sites, and Facebook is the dominant social networking platform among them (Duggan & Smith, 2013).
Among different types of social media, some of us chose to focus on YouTube because it is the most popular online video website (Trier, 2007). YouTube is a video sharing site founded by Chad Hurley, Steve Chen and Jawed Karim. It was first introduced in 2005 and purchased by Google in 2006 for $1.65 billion (Christensen, 2007). Users of YouTube are able to upload, view, and share video clips for free. Video feeds of YouTube videos can also be embedded on other websites. These capabilities have made it a very interesting media especially for youth. They use it for a variety of purposes including pure entertainment, sharing family videos, posting work demonstrations, advertising a company or product, and providing access to educational resources (Terantino, 2011).
Literature Review
People’s age, gender, job, computer literacy, and educational and social levels are among the factors that may affect their main purpose of using social media including YouTube. For example, Duggan & Smith (2013) found that Twitter and Instagram have particular appeal to younger adults and urban dwellers, while Pinterest is mostly used by female users (women are four times as likely as men to be Pinterest users), and LinkedIn is especially popular among college graduates and internet users in higher income households. As for video content, online men are more likely to watch a video on YouTube on a typical day than online women (23% vs. 15%). Hashtags staff has also reported that men use YouTube more than women (Hashtags Staff, 2013).
         Since YouTube is now the second most-popular search engine on the internet (Rivas, Siltala, & Virji, 2013), it is not easy to discover its users’ main purposes. They may use it for a variety of reasons. For instance, in the US, one-fifth of YouTube users use it to get the news (Holcomb, Gottfried, & Mitchell, 2013). Considering the fact that 51% of US adults use YouTube; we can say that 10% of the adult population use YouTube as an alternative news source (Holcomb et al., 2013). YouTube is also the most frequently used social media tool in the classroom (Moran, Seaman, & Tinti-Kane, 2011). Teachers and faculty apply it as an educational resource using different pedagogical methods (Trier, 2007). In some classes, YouTube videos are used as references in each lecture to show examples of what is being taught (Sward, 2012). Prensky (2001) believes that integrating YouTube videos, as educational tools, into foreign language classrooms has very positive results. Students also use YouTube as a learning tool outside the classroom, especially when they are not satisfied with their professor’s lectures or when classroom materials are not enough (Sward, 2012). As for graduate students, since they are mostly involved in research activities, YouTube might be adopted for research purposes as well. However, there is no evidence to show their specific purposes. What we know is that in general, undergraduate students are more likely than graduate students to be heavy users of social media (McGough & Salomon, 2013).
Either graduate or undergraduate, students do not use YouTube just for educational purposes. Entertainment is the major function of a video-sharing website like YouTube. They may just want to check out the latest music videos or share a funny experience with their friends. Some believe that “if students would spend less time on Facebook and other social networking sites, they would get better grades” (Bart, 2009, para. 1). Some studies also confirm the negative impact of social media on academic performance of university students (Asemah, Okpanachi, & Edegoh, 2013). However, a research study at the University of New Hampshire found that the academic performance of college students, who heavily engage in Facebook, YouTube, blogs, Twitter, MySpace, and LinkedIn, is as good as that of students who are less interested in using those types of social media (Bart, 2009). More specifically, O'Brien (2011) found no significant relationship between Facebook usage and academic performance among undergraduate students. Therefore, in addition to the contradictory evidence, there is a lack of knowledge regarding the specific influence of other types of social media, including YouTube, on students’ academic performance. The result will be important because each type of social media has particular features that might attract students.
Using YouTube is not limited to passively searching for interesting videos and watching them. A huge number of YouTube users use it more actively. In contrast with passive users, they upload videos, make comments, subscribe to channels, create playlists, and like and dislike clips. In fact, user-generated content is one of the main features that differentiates social media technology from the traditional types of media (such as news, radio, and television). According to YouTube Statistics, every minute, 100 hours of video are uploaded to YouTube (YouTube, 2014).
      Users’ intentions for sharing videos on YouTube may be influenced by different factors including gender. The results of a survey among 341 video sharers revealed that in contrast with male users, whose intention is strongly influenced by interpersonal norms, female users’ intention is strongly influenced by usefulness and social norms (Yang, Hsu, & Tan, 2010). Gender differences are also reported among university students. Vedantham (2011) conducted a study to explore gender differences in online video creation among first-year undergraduate students attending a highly selective research university. She found that male users claim more participation in creating video and editing, as well as more participation in making videos for required school projects (Vedantham, 2011). Another study on 1,060 urban undergraduate students determined that “with creating film or video, fewer than one in five women (16.9 percent) have done so compared with over a quarter (26.6 percent) of men in the sample” (Hargittai & Walejko, 2007, p. 247). Although these studies show that male undergraduate students use YouTube more actively compared to females, it might be different among graduate students and therefore remains a gap in knowledge.
      Finally, nationality might affect the preference for a certain type of social media. A study by Bond University revealed that the four most popular social networking websites are the same among domestic and international students in Australia (in order, Facebook, YouTube, Twitter and LinkedIn) (Saw, Abbott, Donaghey, & McDonald, 2012). It was also found that international students in the US prefer to be communicated to through social media more than domestic students (Genius Recruiter, 2014). They follow or like their university on social media more than their American peers. Few studies have been conducted on this area and there is still plenty of room for research to provide an understanding of the possible differences.
In order to address the discussed issues, this study aimed to answer the following questions:
·         What is graduate students’ main purpose of using YouTube?
·         How graduate students feel about the impact of using YouTube on their academic performance?
·         Is there a significant difference between male and female graduate students in terms of using YouTube and active engagement?
·         Is there a significant difference between international and domestic graduate students in using YouTube?
Methods
In order to investigate the research questions, we used a survey method targeting university students. A questionnaire, including twenty five questions, was developed and distributed, in printed and online versions, among students at Texas Tech University (TTU). The survey started with demographic questions about participants’ age, level of study, and nationality, followed by questions asking about the way students use, think of, and feel about social media (see Appendix 1). We asked about both social media in general and specific types of social media (e.g. Facebook or YouTube).
Students of TTU were selected because of their convenient accessibility and proximity to us. They were also considered fairly representative of university students in the US in general. TTU is a public research university with current enrollment of 35,158. Approximately 64% of the students are Caucasian, and 36% are from ethnically diverse populations. While 84% of these students are Texas residents, around 7% are of foreign residency (Texas Tech University, 2014). Table 1 shows the proportion of males and females in graduate and undergraduate levels. 
For the purpose of this study, we tried to collect data from almost the same number of males and females who were willing to participate. We agreed not to put them under pressure to check all items or give advice on how to fill out the survey. Once someone began to fill out the survey, he/she was free to withdraw at any time. Their feedback was welcomed as we were interested to hear their opinion and apply it in our data analysis. Respondents were also provided with detailed information about our class and research project if they asked for it.
An online survey was created in Google Forms due to its simplicity, easy data organization, and access to unlimited respondents. Interested participants could click on a link on our course blog to fill out the survey. Some of them were also invited through university email. The questionnaire was made available on October 17, 2014 and closed a week later on October 24. We could monitor the progress on the online forms and easily export the data to an Excel sheet. We also transformed the collected data from paper surveys to an excel sheet and combined it with the first file to make it ready for data analysis.
Results
      Over the period of one week of data collection, a total of 167 individuals responded to the survey. We removed data from 15 respondents because they had not completed all items. Hence, the total sample with sufficient data was 152. This number consisted of 80 females and 72 males. As it is shown in figure 1, these two groups exhibited considerable similarities in the level of study. However, as we intended, nationality distribution did not show similarity in pattern (Figure 2). Since the main purpose was to look into the use of YouTube by American students, eighty percent of the participants were US citizens. This difference was taken into consideration when comparing responses of this group with that of international students (discussed in the next chapter). In total, almost half of the whole sample (49%) was made up of undergraduate Americans, followed by graduate Americans (26%).
      After identifying the distribution of data within different groups of participants, we performed a series of analyses to find the answers to our research questions. In order to determine the way that students use and feel about YouTube, first we looked into their differences in using YouTube and other types of social media. Data revealed that YouTube was the second most popular social medium, along with Instagram, which was claimed to be used occasionally. Facebook had the highest number of occasional users and Ello had the smallest (Figure 3). 
       The main purpose of using YouTube among all participants was entertainment (36.2%), followed by learning about a topic (26%) and fixing a problem (20.6%) (Figure 4). These percentages were extracted from the number of participants who claimed to use this media usually or often for each purpose. The pattern was similar among the subsample of graduate students (Figure 5), meaning that the majority of this group stated that they used YouTube usually or often for entertainment (37%), followed by learning about a topic (32%) and fixing a problem (22%). 
 
       In terms of the impact of social media on grades, 74% of respondents believed in no effect, while 24% assumed that it could have a bad effect, and only three of them (2%) believed in a good effect (Figure 6). None of those three were graduate students, though. Figure 7 shows that a greater majority of graduate students believed in no effect of social media on grades.
 
      Regarding the gender differences in actively using YouTube, male and female respondents, who had claimed to use YouTube occasionally or post on it regularly, were compared as representative active users. No big difference was found between these two groups. Figure 8 shows that 30% of all female and 33.3% of all male participants reported using or posting on YouTube regularly or occasionally. The rest had checked either ‘have an account’ or ‘don’t know/use’. Furthermore, the number of men who stated that they did not use or know YouTube (9.7% of all men) was smaller than half of that number for women (20% of all women) (Figure 9). A similar comparison was made between male and female graduate students to discover whether a higher level of study affects active use of YouTube or not. The result, shown in Figure 10, indicated the same pattern. Totally, 26% of female graduate students (8 out of 31 individuals) and 32.5% of male graduate students (9 out of 28 individuals) reported using or posting on YouTube regularly or occasionally. The rest had checked either ‘have an account’ or ‘don’t know/use’.
 
       As for the difference between American and international graduate students, they were compared in terms of the amount of time they claim to spend on YouTube. Figure 11 shows how each group reported using YouTube. From all American graduate students (39 individuals), only 5% reported posting regularly on YouTube, but 20.5% claimed to use it occasionally and 56.5% confirmed having a YouTube account. On the other hand, from all international graduate students (20 individuals), 20% reported posting regularly; 15% claimed to use it occasionally, and 60% confirmed having a YouTube account. Lastly, while only 5% in the international group claimed not to know or use YouTube, this number for Americans was 18%.
 Discussion
The ultimate purpose of this study was to explore the way university students use social media. We addressed four focused questions to find out what is special about graduate students in terms of using YouTube, as one of the popular types of social media. The first finding indicates that YouTube is the second most popular social medium, along with Instagram, which makes it worthwhile to study. That is, discovering the way young people use YouTube would help us to understand capabilities of social media in general. Future studies may focus on the reasons behind students’ preference for some sorts of social media. In the case of YouTube, some of the reasons might be: ease of access; containing a huge collection of videos; being one of the first video sharing platforms and one of a few free video sharing platforms in the world.
The results of the developed survey suggest that the major reasons for using YouTube are entertainment and learning about a topic. What makes graduate students different from other respondents, in terms of their purposes, is that they use this website for entertainment and learning about a topic almost equally. In contrast with other participants, there was not a big difference between the number of graduate students who reported using YouTube usually or often for fun and learning. A considerable number also use it when they need to figure out how to fix a problem. Using YouTube as an entertainment platform is not surprising, but the big number of students who use it for learning purposes (either about a topic or to fix a problem) demonstrates the capability of this medium to be used as a strong educational tool. Nevertheless, our results indicate that only a small number of students are assigned to use it by their instructors, which is inconsistent with what was shown by previous studies (Sward, 2012).
Regarding the impact of using YouTube on academic performance, it was found that a large majority of graduate students believe that social media do not have any effect on school grades. Although we did not ask specifically about YouTube, this finding indicates how they generally feel about the potential association between using a website like YouTube and academic performance. This result is consistent with what was found in another study by examining school grades (Bart, 2009). However, there is a need for a study to examine the association between using social media and graduate students’ actual academic performance, and compare it with findings of the present study. The reason behind graduate students’ stronger belief in no effect might be their almost equal use of YouTube (as one of the popular media) for entertainment and learning. It means that although they consider it a source of entertainment, they find it beneficial to improve their knowledge. Therefore, they do not think of any damaging effect of spending time on YouTube.
      We were also curious about gender differences because previous studies, mostly on undergraduate students, found­ that men use YouTube more actively than women (Hargittai & Walejko, 2007). Our findings, however, did not show a big difference between these two groups. It is worth reminding that undergraduates formed the majority of our sample group too. As for graduate students, men claimed to be slightly more active than women in using or posting on YouTube. In addition, a significantly smaller number of men in this group reported not knowing or using YouTube compared to women. Therefore, male graduate students may be more active than their female peers.
      Finally, nationality was the last investigated variable. Comparing American and international graduate students revealed that those in the latter group use YouTube more actively. This difference, however, may not be significant, especially with the unbalanced sampling from the two groups. It was also found that the number of American graduate students who do not know or use this medium is higher than those in the international group. This finding highlights international students’ greater interest in using YouTube. Considering the fact that learning about a topic was one of the major purposes of using YouTube, the reason behind international students’ greater interest might be the more convenient way of learning through watching videos comparing to text-reading, particularly when it is not in one’s first language.
Although this study provides new insights into the way young people use social media, some drawbacks might threaten the generalizability of our results. First, our sample was not sufficiently representative of the target population due to the small number of survey respondents. Second, descriptive statistics showed that the subsets of our sample did not have similar nationality and study level distributions. In addition, this study was conducted at one university in one state. More replications, in similar and other settings, are warranted to afford greater confidence in study findings or shed light on other aspects of using social media.
Conclusion
A variety of capabilities make YouTube interesting to university students. Our results showed that in addition to entertainment purposes, it is used as a learning tool, especially among graduate students who spend more time on their studies and doing research. This means that YouTube has a considerable potential to be used for educational purposes. According to our findings, this potential is not realized by university instructors. Furthermore, since YouTube is the second most popular social media platform and the second largest search engine, applying it in a class or incorporating it into course content does not take any effort to encourage students to use it. They are already using it, regardless of their demographic background. There is only a need for learning how to leverage extensive capabilities of YouTube in the process of teaching and learning.
 

References




Sunday, November 9, 2014

Survey Accounts



Process of Finishing Surveys



When I started to collect my surveys I thought I should go to one of the coffee shops near campus so that I could find many Texas Tech students. Finding students was the easiest part. I am so glad that everybody filled out the survey willingly. This is because our survey was about something that everybody had some idea about. All of them seemed interested in our study. So, I could say that I was lucky, because I did not have any problem getting people to fill out my survey.


If I talk about the time, they all give it back in 3-5 minutes. So, I could say that they were focused on the questions. The only problem I realized after I got back the surveys, was that most of them did not fill out the ‘from international, from USA’ part. I believe that they missed out because of the font. I did have to ask them to fill that part.


Overall, I found 5 American males, 5  American females, 1 international female, and 1 international male. I believe I have done very well to complete this process. (KNA)



My Story of Collecting Data

Although I did not have direct access to my friends and colleagues in Texas Tech, I had no problem with data collection. In order to make an online survey to be sent to respondents, I started with checking out Survey Monkey, as I had used it before, and it was a familiar tool. However, it could not be used for this study because of its limitation on the number of questions in the free plan. After a short search, I found that Google has a similar service, called Google Forms, for creating forms of all kinds, including quizzes, surveys, and questionnaires. I transferred the final questions, which were discussed in class, to an online form and sent the link to my friends. The following note was written in the email that I sent them:

Hello friends,

I hope you are all having a wonderful weekend.
Sometime in the middle of your free time (which is probably too much!), once you’re in the mood to help me with a study, please fill out a survey by clicking on the following link. It’s for my ESL 5301, where I practice advanced writing with other international students.
Questions are about using social media by TTU students. So, it’s all about fun stuff! Let me know if you have any problem or question while filling it out.

Thank you so much,

Shabboo

After one hour, a friend of mine, who was the first respondent, texted me and mentioned a problem in one of the questions. I had forgotten to provide the second choice for question number 8, which was NO. Fortunately, his reply to this question was YES and it did not affect his response. Other than that, I did not receive any feedback. I could check out the responses to see how many where completed. When the desired number was reached, I exported the responses directly to Excel sheets. (SV)



The story about collecting the survey


I asked one of my colleagues in my lab to fill out a survey for social media. When he looked at the survey at first sight, he thought the topic of the survey was very interesting. He immediately asked me why I did this survey and I answered him that this was for my English writing class. He commended that the class was very interesting and closely followed the trend of the modern society. After he looked through two-page questions of the survey, he said that there were too many questions. I explained that this survey included all kinds of questions proposed by different classmates in my class. In addition, he mentioned that he met his wife on a social media site. About three years ago, he was in Beijing and his wife was in Shanghai. Beijing and Shanghai are very far away. He had never been to Shanghai and his wife had never been to Beijing. However, one day, he found a girl from Shanghai that followed him on a social media. He looked at the pictures of this girl and immediately felt that his heartbeat sped up. He found that this girl was the one that he was looking for for a long time. Later he and the girl became friends and they discussed everything. They were surprised that they had so many common interests and they could understand each other very easily. After that the girl became his girlfriend and he moved to Shanghai. Two years ago, they married in Shanghai and had a boy. He told this story with a great smile on his face. I could feel that he was very happy. I was so impressed about his story. At the same time, I was astonished about the power of social media. Later, he spent about 3 minutes to fill this survey out. When he gave me the survey, I said thanks to him, not only for his answers, but also his story. When I reviewed his answers, I found he missed some questions. I thought it might be because the characters on the survey were small and then asked him to supplement it. (FL)



Survey collection



I conducted the surveys mostly in my department and people mostly filled them out willingly. I had a total of 14 surveys filled out; 11 of them filled it out on paper; 3 of them filled it out online. I, my wife Tugce and an American male friend from my department filled out the survey online. Overall, people thought our survey was interesting and fun to fill out. The first two people who filled out the survey were my female friends. While we were in our graduate studio, I asked them to fill out our survey if they had 5 minutes and they agreed to fill them out willingly. While they were filling out the survey, one of them told me that she just realized how much she uses Facebook. The other lady asked to get a copy, because she thought our survey is quite interesting ,and she wanted to use our survey as an example for one of her class. After they were done with filling out their surveys, I asked another graduate student to fill out our survey if she had 5 minutes. Since she is a new student and doesn’t know me a lot, she was not sure about filling out the survey and I was completely ok with that. But at that time, the other two ladies told her that they also filled the survey and it was fun; in the end, she was convinced to fill out the survey. One of the male students from my department told me about how much he hates the ice bucket challenge while he was filling out the survey. Another male student, while he was filling out question number, 1 told me that he has both Facebook and Twitter accounts and he is actively using them; on the other hand, although he doesn’t have an account, he visits Vine and YouTube web pages regularly to watch videos. He explained to me that he checked both have an account and post regularly for Facebook and Twitter; he checked "only use occasionally" for Vine and YouTube. Finally, I realized that some of the male students were laughing while they were filling out some of the questions, but I couldn’t figure out why. (SK)



Survey



I started on the survey on Thursday Oct. 16th.  I worked in Holden Hall building, particularly on the first and second levels. I asked many students around this building. Some students accepted that survey and others rejected cooperation in this survey. I noted females were more cooperative than males, because many males refused to fill out the survey. My strategy in this survey was that I intended to ask students who were free or worked with their phones, because I did want to upset some students who read books or worked with their laptops. My survey included 15 survey papers, 8 American females, 6 American males and me; 7 of them were graduate students and the others were undergraduate students. I did the survey during two days, around one hour for each day.  I noted all of them use social media except one girl; she does not use social media. Each one had different answers from others depending on their method of using them. Finally, this was a nice experience; I benefited from it.     (FA)     



Survey summary

This survey was taken in the geocience department, Texas Tech University on October 21st, 2014. Five graduate students in remote sensing lab, 10 undergraduate students in spatial analysis lab, three teaching assistants, two faculty members participated in this survey. Everyone was glad to help me do this survey. 


There was something interesting during this survey. One student said he had "killed a few" when taking the ice bucket challenge (question 10) and also described the whole process when he dumped a bucket of ice water onto his head. It was funny and everyone in class laughed loudly. Another boy described his feeling of the ice bucket challenge, that he would rather have had all diseases and autoimmune disorder. One boy said he sometimes checked his Facebook account when he was waiting at a stop sign (question 2). For question 19, one boy said whether to publish his relationship status depended on the site. A few students didn’t care about the “real name” policy of Facebook, so they had such comments as “neutral” for question 7. 


The biggest problem for this survey is that some students just checked their gender but did not select their education level or whether they were American or international. (YL)



Surveys



I was guilty of putting all the demographic information in one line; I thought I was clever to get all the survey into a single piece of paper, but the price was that some people didn't see to check off all the necessary places. I got plenty of surveys, but several were incompletely filled out. One didn't fill out male or female. You never know if they just object to those questions!


I got most of the surveys in the Writing Lab where I work when I'm not teaching. A couple of them were student workers; one of those was an international undergraduate. One woman said "Facebook is the devil!" and told about being forced to tweet in a Literary Criticism class. She hated that assignment and told the teacher so. She also objected to the column "don't know/don't use" because there were several that she knew well, but didn't use. She was one who just crossed out "don't know" because then the answer would be true. To us it didn't matter, if you don't know or don't use it's the same, but to her it was important. In fact I'm interested in documenting the considerable backlash or hostility against social media in certain areas. The survey wasn't really designed to catch it, but I think we caught a little anyway.


One person admitted to texting while driving, but "only at stop signs". I thought that was interesting. There's much more here than this survey could possibly catch. But I think it turned up interesting things. People were all glad to fill it out and were interested in the results, though I generally didn't give them the website. I could do it later, since I work with most of them. (TL)


Data Collection Procedure

To have my surveys filled out, I asked TTU students who were sitting at Starbucks on Glenna Goodacre and University.  I targeted youngsters who looked like they were studying, approached them, and asked them if they were TTU students.  When they confirmed my suspicions, I asked them if they would be okay with taking a survey about social media habits for a class at TTU.  Some accepted readily, some accepted reluctantly, and one seemed very suspicious and demanded more information before she agreed to fill out the survey.  I observed that most people seemed to enjoy the survey because it was interesting to them.  Several of them discussed the questions with other people at their tables.

Most of the participants completed their surveys within 10 minutes, while a couple made a show of nonchalance by setting the survey aside for about 20 minutes, finishing some homework, then filling it out.  In general, they seemed friendlier after filling it out than before, possibly because they realized that I meant them no harm, but actually did just want them to fill out a harmless and anonymous survey.


Collecting surveys
The collecting of surveys was done following the agreement. I collected around 18 surveys, most of them for undergraduate students. The people surveyed were students for biology classes. No people denied to fill out the survey, and most of them were really interested in the study. The first group of surveys had incomplete data, because they didn’t see as separate questions the first line of the survey. In the later groups, I told them to be careful about this issue with the survey.

In general their answers were similar. They thought texting while driving was dangerous, and they rarely or never texted while driving. Also all of the people know about ice bucket challenge, but they have diverse opinions about that. In terms of social media use, people usually have more than one account, but they post more in one or two than the others. In opinions about difference by gender in language use in social media, they also have diverse opinions. (CRB)