Social Media Live Streaming: case study and design of an analysis matrix

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Abstract This paper aims to characterize the Social Media Live Streaming (SMLS) and its use in the Chilean media through a case study that analyzes the publications in Periscope and Facebook Live of TVN 24 Horas, Teletrece and CNN Chile during the runoff of the 2017 presidential election, using a set of variables with various indicators. The SMLS allows both live streaming and to receive feedback from users. The results mainly reveal a high performance in interactions, the majority use of newscasts broadcastings and journalistic narratives to guide the content.

INTRODUCTION

This paper aims to study SMLS, the acronym for Social Media Live Streaming. Specifically, it presents a case study on the SMLS channels of certain Chilean media. SMLS is a new kind of live video broadcast that preferably uses social platforms, such as Facebook and Twitter, and offers interactive features of great interest to the media.

At a time when the media are intensely looking for new communication formats that allow them to increase their relationship with their users and, ideally, engagement –commitment and involvement of the audience that interacts with the sender of the message– it seems especially relevant to get to know SMLS’ characteristics as best as possible.

This work is of a double nature: on the one hand, it consists of a case study focused on Chilean media and, more specifically, on their coverage of the runoff of the 2017 presidential election. On the other hand, it develops an analysis system that can be extrapolated to other studies, with the pertinent changes according to the context; therefore, it could be used by other work teams.

Given that the object of study is relatively recent, we consider that the public interested in this work can also benefit from a descriptive analysis of the context within the theoretical framework. The other sections are dedicated to present the results, discuss them and to detail the systematized review procedure conducted on the main related researches.

Source: referred article. Partial view. (Apablaza, Codina, 2018)

OBJECT OF STUDY AND OBJECTIVES

The object of study of this work are the SMLS channels of Chilean media during the coverage of the runoff of the 2017 presidential election.

Consequently, the main objective is to determine the features of the Social Media Live Streaming channels in the Chilean digital media.

The derived objectives are:

  • Identify the characteristics of the integration of SMLS in Chilean digital media as a tool for information distribution and its use in journalistic coverage.
  • Describe the impacts and results of digital media using Facebook Live and/or Periscope as their main channel of distribution and broadcast of live videos.

To address the aforementioned objectives, we posed the following research questions:

  • Is it possible to determine the content strategy of live videos from various digital media through a case study?
  • Which content strategies have Chilean digital media used in Facebook Live and/or Periscope that have given greater visibility to their information coverage?

Theoretical framework

The research presented in this paper uses a theoretical framework composed of four main lines:

Published works

First, the Theory of Journalism, understood as the study of the different characteristics and processes that determine the production of current content. This defines the current consumption of communication media as “a circle of surrounding reality that becomes the daily reference of our life” (Gomis, 1991, p. 13).

In this line, the so-called Newsonomics (contraction of news and economics) analyzes the set of laws that govern the selection of informative content and the financial results of news companies (Doctor, 2010). It makes less and less sense to analyze channels or media out of their global context and interactions with other media and channels. Therefore, we must include the ecology of the media as one of the components of this research.

Influenced by Marshall McLuhan, Neil Postman developed this theory that mainly states that “no media acquires meaning or existence in isolation, but it does so in constant interrelation with other media” (Scolari, 2015, p. 18). This interrelation is consistent with the presence of the media in social networks. Several experts and researchers (Boyd & Ellison, 2007), along with Internet regulatory bodies (ONTSI, 2011), agree that these platforms are websites that allow users to interact, communicate, share content and create communities through the construction of public or semi-public profiles. This results in a list of users with whom a connection is shared, which can be viewed by the same user or others who are part of this limited system.

These profiles are intended to connect with cybermedia, a concept on which there is a broad theoretical corpus, and which is understood as digital media. This corpus has contributed with models, analysis procedures, and a rich conceptual background.

With multimedia, hypertextuality and interactivity as main features, cybermedia are defined as “those websites whose essential purpose is the development and transmission of information content, i.e., those websites that fulfill the role of social media on the Internet” (Palacios & Díaz Noci, 2009, p. 21).

In addition, various investigations on the analysis of impact and performance of cybermedia are governed by a system of articulated analysis (Codina et al., 2014) that we will use in the proposed matrix of variables.

Finally, the broadcasting of live audiovisual content in digital environments reached its peak with the development of social networks applications (Rugg & Burroughs, 2016, p. 64). Their development and impact are analyzed by several articles that coincide in their conclusions: it is an evolution of broadcasting, a traditional format offered by television (Stewart & Littau, 2016; Apablaza Campos, 2017a).

The papers that study Periscope and Facebook Live operating features (Hill & Bradshaw, 2018, pp. 122-123), the broadcasting criteria and the content creators’ motivations (Tang, Venolia, & Inkpen, 2016), the application of the SPECTRE model –safety, privacy, ethics, copyright, trolling, reputational risk and emotional trauma– in their broadcasts (Albeanu, 2016; Fairweather, 2017), and content analysis through impact parameters (Argila, 2017; Gómez-Domínguez, 2017) give a multidisciplinary vision on live video social networks.

Source: referred article. Partial view. (Apablaza, Codina, 2018)

Social Media Live Streaming (SMLS)

On several occasions, Mark Zuckerberg, CEO and founder of Facebook, has insisted on the importance of video on social networks, projecting that its greatest growth will happen “over the next five years” (Castillo, 2017), a prediction widely shared by other analyzes (Kalogeropoulos, Cherubini, & Newman, 2016).

The argument for such predictions is based on three major premises that can be currently seen in digital environments:

  1. Continuous increase in connection speeds in both fixed (Wifi) and mobile (4G and 5G) (Villas-Boas, 2018).
  2. Increased capacity both to receive and to broadcast audiovisual content given the increase in processing power of mobile devices (El Economista, 2016).
  3. Increased consumption of audiovisual content (McCue, 2017).

In addition, in this broad panorama, at least two other factors also intervene (Cid, 2017). First, the remarkable impact of YouTube, which changed the way of watching TV, since the audience knows that, in most cases, they can use the Google platform if they miss their favorite show or series (Perezbolde, 2013).

Secondly, Netflix, also an influential actor, left its incipient business of distributing DVD films by postal mail to become the main legal digital video library, followed by companies such as Amazon, the main online store in the world, and HBO, one of the most important pay television channels in the United States (Álvarez, 2016). “In the era of Netflix and YouTube, who cares to arrive in time to see the main newscast?”, says Christian Leal, director of the digital area of BíoBío Radio, the online media with the highest web traffic in Chile[1] (Leal, 2017).

However, this positive scenario did not spread equally to all areas. The applications and software of live video grew almost in parallel to YouTube and Netflix with mixed success: while Justin.tv, main website of live broadcasts, existed from 2007 to 2014, Meerkat, the first mobile application for such purpose, only survived 20 months, between 2015 and 2016 (Mlot, 2016).

In this context, it is possible to ask why Twitter bought Periscope for US$100 million, when it was only an application in development and launched it in just two months? The possible reason is that Social Media Live Streaming (SMLS) is better for possible media business models than live videos (Ossorio Vega, 2015).

To contextualize the following contributions of our paper, it is considered, thanks to previous studies (Apablaza Campos, 2017b), that a technology can be cataloged as SMLS if it fulfills a double functionality:

  1. Make and distribute live videos, in different formats, through social networks, through their own applications, associated with them.
  2. Provide the broadcaster with an instantaneous feedback: number of connected users, messages and reactions of the audiences.

While the first point implies video production facilities even greater than the preexisting ones, the second is linked to the condition that could be considered the most relevant: interaction.

Indeed, during the communicative process of an SMLS transmission, the roles of broadcaster and receiver are exchanged. While the users can perceive their participation in the content, communicators can make instant decisions to meet the expectations of their audiences and the objectives of their media.

Thus, live video found its niche in social networks and journalism was not oblivious to this phenomenon. One proof of this was when, according to a story in The Wall Street Journal, Facebook invested US$50 million so that editors around the world would use its SMLS platform (Perlberg & Sheetharaman, 2016); another, the observations of the Digital News Project reports from the Reuters Institute: while the 2017 edition referred to the “social and live video year” for information coverage (Newman, 2017, p. 5), in 2018, 61% of editors from 194 media in the world acknowledge that they will use live streaming during the year (Newman, 2018, p. 36).

Source: referred article. Partial view. (Apablaza, Codina, 2018)

SMLS channels and digital media

Currently, there is a wide range of resources dedicated to the broadcast of live videos through social networks. Social Media Live Streaming consolidated as an interesting alternative for various digital media after the successes of Periscope –SMLS as social network– and Facebook Live – (SMLS as functionality for users and brands profiles): both allow professional transmissions (Lahiri & Tiutan, 2017) of immersive nature (360º video) or under the formats of mixed reality (augmented reality and virtual reality) (Gupta & Ramrakha, 2017).

Along with them, there are several additional resources for live broadcasting through social networks, of which the following should be highlighted:

  • YouTube Live: available to all users with a Gmail account that enables this functionality. The service for mobile devices is still in beta and is only available for some accounts.
  • Instagram Stories live: mobile content that the users can store in their social profile or allow its distribution up to 24 hours after being broadcasted. The content can be replicated as a story in Facebook profiles.
  • Snapchat Live Stories[2]: allows users and brands present at featured events to share live content. The functionality is only available when the mobile geolocation detects that the broadcaster is at the event.
  • Live Video on Tumblr: generator of live videos through external applications such as Kanvas, YouNow, Upclose and YouTube.

A case worthy of mention is that of China, where Facebook Live, Periscope and YouTube Live are not present, but there are more than 80 SMLS applications (Nazario, 2017) competing for a market share that has 280 million broadband users, 950 million with 4G mobile connections and a monthly average data consumption of 2GB per inhabitant (Xinhua, 2017).

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References in article

  • Albeanu, C. (2016, April 29). The spectre of streaming: 7 issues to consider before going live from your phone. Journalism.co.uk. Retrieved from https://www.journalism.co.uk
  • Alexa. (n.d.). The top 500 sites on the web. Retrieved from https://www.alexa.com/topsites
  • Álvarez, E. (2016, December 12). Netflix vs HBO vs Amazon Prime Video; qué servicio en streaming es mejor [Netflix vs. HBO vs. Amazon Prime Video; what streaming service is better]. ComputerHoy. Retrieved from https://computerhoy.com
  • Apablaza Campos, A. (2017a). Periscope and journalistic videoreality. I Congreso Internacional de Periodismo: Convergencias Mediáticas y Nueva Narrativa Latinoamericana [1st International Congress on Journalism. Media Convergences and New Latin American Narrative] (pp. 141-153). Quito: Ciespal. Retrieved from http://ciespal.org/wp-content/uploads/2015/10/ACTAS-Periodismo-FINAL.pdf
  • Apablaza Campos, A. (2017b, September 27). Marketing de Contenidos: oportunidades para medios digitales [Content marketing: opportunities for digital media] [PowerPoint Presentation]. Retrieved from Observatorio de Cibermedios: https://observatoriocibermedios.upf.edu/wp-content/uploads/2017/10/27092017-Presentaci%C3%B3n-EDR-ANP.pdf
  • Argila, J. (2017). How to create video news that rocks in social media. Oxford: Reuters Institute/University of Oxford. Retrieved from https://reutersinstitute.politics.ox.ac.uk/sites/default/files/2017-09/Argila%2C%20How%20to%20create%20video%20news%20that%20rocks%20in%20social%20media.pdf
  • Barros Peñailillo, A. (2017, December 18). Mega obtuvo el primer lugar en sintonía de la cobertura de la segunda vuelta presidencial [Mega won first place in the rating of the coverage of the presidential runoff]. Emol. Retrieved from http://www.emol.com/
  • Boyd, D. M. & Ellison, N. B. (2007). Social Network Sites: Definition, History, and Scholarship. Journal of Computer-Mediated Communication, 13(1), 210-230. https://doi.org/10.1111/j.1083-6101.2007.00393.x
  • Brown, P. (2018, February 23). RIP Facebook Live: As subsidies end, so does publisher participation. Columbia Journalism Review. Retrieved from https://www.cjr.org
  • Castillo, M. (2017, February 1). Mark Zuckerberg sees video as a ‘mega trend’ and is gunning for YouTube. CNBC. Retrieved from https://www.cnbc.com
  • Cid, M. (2017, November 3). Alexis Apablaza, docente de Universidad UNIACC: “Los nuevos formatos digitales permiten que las marcas lleguen a mayor público y puedan gestionar mejor su reputación” [Alexis Apablaza, professor at UNIACC: “New digital formats allow brands to reach a wider audience and better manage their reputation”]. Retrieved from http://www.uniacc.cl/alexis-apablaza-docente-universidad-uniacc-los-nuevos-formatos-digitales-permiten-las-marcas-lleguen-mayor-publico-puedan-gestionar-mejor-reputacion/
  • Codina, L. (2018, August 24). Uso de alertas en bases de datos académicas: contexto, definición y planificación [Use of alerts in academic databases: context, definition and planning]. Retrieved from https://www.lluiscodina.com/alertas-bases-de-datos-academicas/
  • Codina, L., Pedraza, R., Díaz Noci, J., Rodríguez-Martínez, R., Pérez-Montoro, M., & Cavaller-Reyes, V. (2014). Articulated System to Analyse Digital Media (ASADM): a proposal about what and how to study online newspapers. Hipertext.net, (12). https://doi.org/10.2436/20.8050.01.14
  • Constine, J. (2017, April 6). One in five Facebook videos is Live as it seizes the verb. Techcrunch. Retrieved from https://techcrunch.com
  • Doctor, K. (2010). Newsonomics: Twelve New Trends That Will Shape the News You Get. New York: St. Martin’s Press.
  • Dredge, S. (2015, September 13). How live video on Periscope helped ‘get inside’ the Syrian refugees story. The Guardian. Retrieved from https://www.theguardian.com
  • El Dínamo. (2018, September 3). Mega cumple 50 meses seguidos liderando la sintonía y TVN no sale del último lugar [Mega leads the ranking for 50 months in a row and TVN is still in last place]. El Dínamo. Retrieved from https://www.eldinamo.cl
  • El Economista. (2016, January 5). Periscope: la aplicación estrella del año 2015 [Periscope: app star of 2015]. El Economista. Retrieved from http://www.eleconomista.es
  • Facebook. (n.d.). Global News Publishers Find Success With Facebook Live. Retrieved from https://www.facebook.com/facebookmedia/success-stories/globalnews-live
  • Fairweather, T. (2017, February 10). 6 tips to prepare your newsroom for live video on social media. Journalism.co.uk. Retrieved from https://www.journalism.co.uk
  • Gómez-Domínguez, P. (2017, October 11). Cómo son las noticias en video que impactan en las redes sociales: Informe del Reuters Institute [How are the news videos that impact on social networks: Reuters Institute report]. Retrieved from https://observatoriocibermedios.upf.edu/noticias-en-video-redes-sociales
  • Gomis, L. (1991). Teoría del periodismo: cómo se forma el presente [Journalism theory: how the present is shaped]. Barcelona: Paidós.
  • Gupta, C. & Ramrakha, C. (2017, July 25). Introducing the Live 360 Ready Program and new features for Live 360. Retrieved from https://media.fb.com/2017/07/25/introducing-the-live-360-ready-program-and-new-features-for-live-360/
  • Herrero de la Fuente, M. (2017). Nuevas fórmulas para la televisión en directo: el uso de Facebook Live en Atresmedia [New formulas for live television: the use of Facebook Live in Atresmedia]. Miguel Hernández Communication Journal, (8), 521-563. https://doi.org/10.21134/mhcj.v0i8.202
  • Hill, S. & Bradshaw, P. (2018). Mobile-First Journalism: Producing News for Social and Interactive Media. London: Routledge.
  • Kalogeropoulos, A., Cherubini, F., & Newman, N. (2016). Digital News Proyect: The future of online news video. Oxford: Reuters Institute/University of Oxford. Retrieved from https://reutersinstitute.politics.ox.ac.uk/sites/default/files/research/files/The%2520Future%2520of%2520Online%2520News%2520Video.pdf
  • Kantar Ibope Media. (n.d.). Preguntas frecuentes [Frequently asked questions]. Retrieved from http://www.kantaribopemedia.cl/preguntas_frecuentes.php
  • La Segunda. (2012, February 14). Costanera Center es oficialmente el edificio más alto de Latinoámerica [Costanera Center is officially the tallest building in Latin America]. La Segunda. Retrieved from http://www.lasegunda.com
  • Lahiri, S. & Tiutan, C. (2017, September 13). Introducing Updates to the Live API. Retrieved from https://media.fb.com/2017/09/13/introducing-updates-to-the-live-api/
  • Leal, C. (2017, December 29). Medios digitales 2017 en Chile: ¿el año en que tocamos techo? [Digital media in Chile: 2017, the year in which we reach a plateau?]. Puroperiodismo.cl. Retrieved from http://www.puroperiodismo.cl
  • Levis, P. (2015, April 28). The Baltimore riots: the night on Periscope – video. The Guardian. Retrieved from https://www.theguardian.com
  • López Linares, C. (2017a). How to use Facebook Live for journalism and improve user engagement: Lessons from Spanish-language media. In T. Mioli & I. Nafría (Eds.), Innovative Journalism in Latin America (pp. 20-25). Austin: Knight Center for Journalism in the Americas. Retrieved from https://knightcenter.utexas.edu/books/IJENGLISH1.pdf
  • López Linares, C. (2017b). Independent Venezuelan news site triumphs with live video on Periscope while many move to Facebook Live. In T. Mioli & I. Nafría (Eds.), Innovative Journalism in Latin America (pp. 1-4). Austin: Knight Center for Journalism in the Americas. Retrieved from https://knightcenter.utexas.edu/books/IJENGLISH1.pdf
  • Maheshwari, S. & Ember, S. (2018, January 11). The End of the Social News Era? Journalists Brace for Facebook’s Big Change. The New York Times. Retrieved from https://www.nytimes.com
  • Mancebo García, M. (2016). Innovación en formatos audiovisuales. El uso de herramientas de live streaming en Antena 3 y Univision [Innovation in audiovisual formats. The use of live streaming tools on Antena 3 and Univision]. Miguel Hernández Communication Journal, (7), 325-349. https://doi.org/10.21134/mhcj.v0i7.152
  • Marta Lazo, C., Mancho Laiglesia, A., & Villa Navarro, J. (2017). Cuarta pantalla en los medios de comunicación: análisis de Periscope [The Fourth Screen in Mass Media: An Analysis of Periscope]. Trípodos, (40), 91-112. Retrieved from http://www.tripodos.com/index.php/Facultat_Comunicacio_Blanquerna/article/view/451/598
  • McCue, T. (2017, September 22). Top 10 Video Marketing Trends And Statistics Roundup 2017. Retrieved from https://www.forbes.com/sites/tjmccue/2017/09/22/top-10-video-marketing-trends-and-statistics-roundup-2017/#73ed93177103
  • Méndez Nieto, A., Rivera, A., & Palomo Torres, M. (2018, May). Facebook: ¿enemigo o aliado? Las empresas periodísticas españolas valoran su relación con la principal red social del mundo [Facebook: enemy or allied? Spanish media companies value their relationship with the main social network in the world]. Hipertext, (16), 32-42. https://doi.org/10.31009/hipertext.net.2018.i16.07
  • Mlot, S. (2016, October 3). Streaming App Meerkat Is Officially Dead. Retrieved from https://www.pcmag.com/news/348393/streaming-app-meerkat-is-officially-dead
  • Morales Vargas, A. (2018, May 22). Plataforma ciudadana y streaming en redes sociales: usuarios en directo (Seminario DigiDoc) [Citizen platform and streaming on social networks: live users (DigiDoc Seminar)]. Retrieved from https://observatoriocibermedios.upf.edu/3102-2
  • Moses, L. (2017, October 11). As Facebook Live video dreams fade, publishers look again to Twitter. Retrieved from https://digiday.com/media/facebook-live-video-dreams-fade-publishers-look-twitter/
  • Mosseri, A. (2018, January 11). Bringing People Closer Together. Retrieved from https://newsroom.fb.com/news/2018/01/news-feed-fyi-bringing-people-closer-together/
  • Nazario, J. (2017, April 27). ISOJ 2017: Panelists look at successes and limitations of innovative video formats, including Facebook Live and VR [blog post]. Retrieved from https://knightcenter.utexas.edu/en/blog/00-18281-isoj-2017-panelists-look-successes-and-limitations-innovative-video-formats-including-
  • Nelson, J. (2017, January 10). What is a Facebook Live editor? Retrieved from https://www.rjionline.org/stories/what-is-a-facebook-live-editor
  • Newman, N. (2017). Digital News Project 2017. Journalism, media, and technology trends and Predictions. 2018. Oxford: Reuters Institute/University of Oxford. Retrieved from http://reutersinstitute.politics.ox.ac.uk/sites/default/files/Journalism%2C%20Media%20and%20Technology%20Trends%20and%20Predictions%202017.pdf
  • Newman, N. (2018). Digital News Project 2018. Journalism, media, and technology trends and Predictions. 2018. Oxford: Reuters Institute/University of Oxford. Retrieved from https://reutersinstitute.politics.ox.ac.uk/sites/default/files/2018-01/RISJ%20Trends%20and%20Predictions%202018%20NN.pdf
  • Obilinovic, D. (2017, December 29). Rating anual: Mega sigue como líder y Canal 13 le saca ventaja a CHV [Annual rating: Mega continues to lead and Canal 13 surpasses CHV]. La Tercera. Retrieved from http://www.latercera.cl
  • ONTSI. (2011). Las Redes Sociales en Internet [Social Networks on the Internet]. Madrid: Observatorio Nacional de las Telecomunicaciones y de la SI.
  • Osnos, E. (2018, September 17). Can Mark Zuckerberg Fix Facebook Before It Breaks Democracy? The New Yorker. Retrieved from https://www.newyorker.com
  • Ossorio Vega, M. Á. (2015, June 30). Periscope, el video en directo para todos [Periscope, live video for all]. Retrieved from http://internetmedialab.com/2015/06/30/periscope-el-video-en-directo-para-todos/
  • Palacios, M. & Díaz Noci, J. (Eds.). (2009). Online journalism: Research methods. A multidisciplinary approach in comparative perspective. Servicio Editorial de la Universidad del País Vasco/Euskal Herriko Unibertsitatearen Argitalpen Zerbitzua.
  • Patel, S. (2017, December 13). Facebook plans to stop paying publishers to make news feed videos. Retrieved from http://digiday.com/media/facebook-plans-to-stop-paying-publishers-to-make-news-feed-videos/
  • Perezbolde, G. (2013, November 26). Youtube VS Televisión, una empresa frente a toda la industria [Youtube VS Televisión, a company facing the entire industry]. Retrieved from https://www.merca20.com/youtube-vs-television-una-empresa-frente-a-toda-la-industria/
  • Perlberg, S. & Sheetharaman, D. (2016, June 22). Facebook Signs Deals With Media Companies, Celebrities for Facebook Live. The Wall Street Journal. Retrieved from https://www.wsj.com/
  • Peterson, T. (2018, February 28). Despite subsidies disappearing, some publishers see hope for Facebook Live post-algorithm change. Retrieved from https://digiday.com/media/despite-subsidies-disappearing-publishers-see-hope-facebook-live-post-algorithm-change/
  • Rugg, A. & Burroughs, B. (2016). Periscope, Live-Streaming and Mobile Video Culture. In R. Lobato & J. Messe (Eds.), Geoblocking and Global Video Culture (pp. 64-72). Amsterdam: Institute of Network Cultures.
  • Scolari, C. (Ed.). (2015). Ecología de los Medios: Entornos, evoluciones e interpretaciones [Media Ecology: Environment, developments and interpretations]. Barcelona: Gedisa.
  • SERVEL. (2017). Elección Presidencial Segunda Votación [Presidential Election Run-off]. Retrieved from http://www.servelelecciones.cl/
  • Shawley, P. (2016). A fresh face for storytelling. Television, 53(9), 46-47. Retrieved from https://rts.org.uk/sites/default/files/new_television-oct16-lo-res.pdf
  • Stewart, D. R. & Littau, J. (2016). Up, Periscope: Mobile Streaming Video Technologies, Privacy in Public, and the Right to Record. Journalism & Mass Communication Quarterly, 93(2), 312-331. https://doi.org/10.1177/1077699016637106
  • Tang, J. C., Venolia, G., & Inkpen, K. M. (2016). Meerkat and Periscope: I Stream, You Stream, Apps Stream for Live Streams. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (pp. 4770-4780). San Jose, CA.: ACM. https://doi.org/10.1145/2858036.2858374
  • Villas-Boas, A. (2018, March 7). What is 5G and how fast will it be? The Independent. Retrieved from https://www.independent.co.uk
  • Weiss, M. (2018, April 23). Digiday Research: Majority of publishers aren’t worried about Facebook’s algorithm changes. Retrieved from https://digiday.com/media/digiday-research-publishers-are-adjusting-strategies-after-facebooks-algorithm-changes/
  • Xinhua. (2017, October 27). China has 950 mln 4G users: ministry. Xinhua. Retrieved from http://www.xinhuanet.com
  • Yin, R. K. (2018). Case Study Research and Applications: Design and Methods (Sixth ed.). Los Angeles: SAGE Publications.
  • Zuckerberg, M. [Mark Zuckerberg]. (2018, January 12). One of our big focus areas for 2018 is making… [Facebook update]. Retrieved from https://www.facebook.com/zuck/posts/10104413015393571

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