Social media use by businesses

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Social media use by businesses includes a range of applications. Although social media accessed via desktop computers offer a variety of opportunities for companies in a wide range of business sectors, mobile social media, which users can access when they are "on the go" via tablet computers or smartphones, benefit companies because of the location- and time-sensitive awareness of their users. Mobile social media tools can be used for marketing research, communication, sales promotions/discounts, informal employee learning/organizational development, relationship development/loyalty programs, [1] and e-commerce.

Contents

E-commerce businesses may refer to social media as consumer-generated media (CGM). A common thread running through all definitions of social media is a blending of technology and social interaction for the co-creation of value for the business or organization that is using it. People obtain valuable information, education, news, and other data from electronic and print media. Social media are distinct from industrial and traditional media such as newspapers, magazines, television, and film as they are comparatively inexpensive marketing tools and are highly accessible. They enable anyone, including private individuals, to publish or access information easily. Industrial media generally require significant resources to publish information, and in most cases the articles go through many revisions before being published. This process adds to the cost and the resulting market price. Originally social media was only used by individuals, but now it is used by both businesses and nonprofit organizations and also in government and politics.

One characteristic shared by both social and industrial media is the capability to reach small or large audiences; for example, either a blog post or a television show may reach no people or millions of people. [7] Some of the properties that help describe the differences between social and industrial media are:

  1. Quality: In industrial (traditional) publishing—mediated by a publisher—the typical range of quality is substantially narrower (skewing to the high quality side) than in niche, unmediated markets like user-generated social media posts. The main challenge posed by the content in social media sites is the fact that the distribution of quality has high variance: from very high-quality items to low-quality, sometimes even abusive or inappropriate content. [8]
  2. Reach: Both industrial and social media technologies provide scale and are capable of reaching a global audience. Industrial media, however, typically use a centralized framework for organization, production, and dissemination, whereas social media are by their very nature more decentralized, less hierarchical, and distinguished by multiple points of production and utility.
  3. Frequency: The number of times users access a type of media per day. Heavy social media users, such as young people, check their social media account numerous times throughout the day.
  4. Accessibility: The means of production for industrial media are typically government or corporate (privately owned); social media tools are generally available to the public at little or no cost, or they are supported by advertising revenue. While social media tools are available to anyone with access to Internet and a computer or mobile device, due to the digital divide, the poorest segment of the population lacks access to the Internet and computer. Low-income people may have more access to traditional media (TV, radio, etc.), as an inexpensive TV and aerial or radio costs much less than an inexpensive computer or mobile device. Moreover, in many regions, TV or radio owners can tune into free over the air programming; computer or mobile device owners need Internet access to go to social media sites.
  5. Usability: Industrial media production typically requires specialized skills and training. For example, in the 1970s, to record a pop song, an aspiring singer would have to rent time in an expensive professional recording studio and hire an audio engineer. Conversely, most social media activities, such as posting a video of oneself singing a song require only modest reinterpretation of existing skills (assuming a person understands Web 2.0 technologies); in theory, anyone with access to the Internet can operate the means of social media production, and post digital pictures, videos or text online.
  6. Immediacy: The time lag between communications produced by industrial media can be long (days, weeks, or even months, by the time the content has been reviewed by various editors and fact checkers) compared to social media (which can be capable of virtually instantaneous responses). The immediacy of social media can be seen as a strength, in that it enables regular people to instantly communicate their opinions and information. At the same time, the immediacy of social media can also be seen as a weakness, as the lack of fact checking and editorial "gatekeepers" facilitates the circulation of hoaxes and fake news.
  7. Permanence: Industrial media, once created, cannot be altered (e.g., once a magazine article or paper book is printed and distributed, changes cannot be made to that same article in that print run) whereas social media posts can be altered almost instantaneously, when the user decides to edit their post or due to comments from other readers.

Community media constitute a hybrid of industrial and social media. Though community-owned, some community radio, TV, and newspapers are run by professionals and some by amateurs. They use both social and industrial media frameworks. Social media has also been recognized for the way they have changed how public relations professionals conduct their jobs. [9] They have provided an open arena where people are free to exchange ideas on companies, brands, and products. Doc Searls and David Wagner state that the "...best of the people in PR are not PR types at all. They understand that there aren't censors, they're the company's best conversationalists." [10] Social media provides an environment where users and PR professionals can converse, and where PR professionals can promote their brand and improve their company's image by listening and responding to what the public is saying about their product.

Impact of the Internet on Business Landscapes

The increased use of the internet has had significant impact upon the competitive structures of the United States economy by differentially impacting small and large businesses. Studies indicate that the primary benefits of access to the internet for small businesses are the direct and indirect network effects, lower search costs and price dispersions. The primary drawbacks are limited interaction with consumers and increased expenditures.

There are multiple reasons to encourage more competition through small businesses. In particular, small businesses allow for more consumer benefits which can result in more egalitarian distributions of income, creation of more jobs and an expanded middle class. [11]

According to the research by McKinsey Global Institute, the internet has become the driving force behind GDP growth in developed economies over the past 5 years, accounting for a 21 percent increase in GDP. [12] The internet is considered a two sided market with indirect and direct network effects. Direct network effects are described as the utility of a service increasing as the number of users increases. Indirect network demand for two or more users. They are defined when the value of one client group increases as another user based group joins the application. [13]

Smaller businesses thrive with indirect network effects because they encourage more buyers and sellers. The increased numbers of participant on one side of an online business leads to an increase on the other market side. Direct network effects, on the other hand, are related to the size of the user base and thus favor large companies. For example, authors Haucap and Heimeshoff studies on internet-based dominant services demonstrate that in the case of telecommunication networks like Skype, Facebook and LinkedIn, the utility that consumers derive depend on the presence of other users. [14]

One industry that the access to the internet has affected is the newspaper industry. The news industry is in competition with the online news media more broadly. According to the authors, Jeon and Nasr discussion, 57 percent of newspaper readers now turn to digital sources for their news information. [15] Although this study states that the presence of the internet has negatively impacted the newspaper industry, it also demonstrates how small businesses have undermined large news monopolies. Because large businesses gather their news information from smaller news companies, it allows readers of these articles to navigate to these small companies websites. This creates more consumer interaction and ambition for high quality news for smaller businesses.

Search costs are defined as the costs of looking for information. It is easier to discover and compare information through the internet. Lower search costs allow consumers to gather a range of prices for the specific product. This reduces price dispersion. The internet supports consumer spending by providing different retailers who produce a variety of products and a variety of price dispersion. These show that lower search costs support a more competitive structure because it is easier to find unique and rare products through the increase of firms presence on the internet. [16]

The drawbacks for small businesses include limited interaction between business and consumer and very high expenditures. The New York Times writes an article about a grocery retailer, "Holiday Market", that is labeled as a small business in Detroit. The stores revenue has increased by 20 percent because of the addition of online shopping for customers. However, although profit was booming there were still some logistical challenges for this small grocery retailer to have a presence online. One challenge was the expenses. The owner describes how expensive it was to create space inside his store to keep his online orders cold and fresh. He even had to hire more employees to shop in-store for the online orders because of the increasing demand from customers online. [17]

Performance benefits

There are six channels by which social media resources can transform into business performance capabilities: [18]

  1. Social capital represents the extent to which social media affects firms' and organizations' relationships with society and the degree to which the organizations' use of social media increases corporate social-performance capabilities.
  2. Revealed preferences represent the extent to which social media exposes customers' likings (e.g., "likes" and followers) and increase a firm's financial capabilities (e.g., stock price, revenue, profit), or for non-profits, increases their donations, volunteerism rate, etc.
  3. Social marketing represents the extent to which social-marketing resources (e.g., online conversations, sharing links, online presence, sending text-messages) are used to increase a firm's financial capabilities (e.g., sales, acquisition of new customers) or a non-profit's voluntary sector goals.
  4. Social corporate networking involves the informal ties and linkages of corporate/organizational staff with other people from their field or industry, clients, customers, and other members of the public, which form through social networks. Social corporate networking can increase operational performance capabilities in many ways, as it can enable sales staff to find new clients; help marketing staff to learn about client/customer needs and demand, and teach management about the public perceptions of their strategy or approach.
  5. Influence on consumer decisions With the ever-increasing technological development of social media, this has affected consumers' decision to buy the product or service provided by companies. On the other hand, social media has become an important factor in increasing the sales of brands, whether large or small, since the beginning of the Internet revolution. There is much research to prove this, based on the actions taken by the consumer through 2017. There will be many reports at the beginning 2018 confirming the degree to which social media has become effective in marketing companies and the importance of focusing on them. [19]
  6. Increase website traffic. One of the benefits of social media is driving traffic to the website. If the account consists of content from the website, it will help to increase page views. The existence of the link to the website helps the audience learns more about the brand.

There are four tools or approaches that engage experts, customers, suppliers, and employees in the development of products and services using social media. Companies and other organizations can use these tools and approaches to improve their business capacity and performance. [20]

  1. Customer relationship management (CRM) is an approach to managing a company's interaction with current and potential future customers that try to analyze data about customers' history with a company and to improve business relationships with customers, specifically focusing on customer retention and ultimately driving sales growth. One important aspect of the CRM approach is the systems of CRM that compile data from a range of different communication channels, including a company's website, telephone, email, live chat, marketing materials, and social media. Through the CRM approach and the systems used to facilitate CRM, businesses learn more about their target audiences and how to best cater to their needs. However, adopting the CRM approach may also occasionally lead to favoritism within an audience of consumers, resulting in dissatisfaction among customers and defeating the purpose of CRM.
  2. Innovation is defined by Michael Szycher as a "new idea, device, or method," or the use of better solutions that accommodate new needs or solve new problems. [21] To accomplish this, more effective products, processes, services, technologies and business models are required by markets, governments and society. [21] Innovation is something original that occurs via the engineering process and is able to break into a market and is similar to invention. [21] In industrial economics, innovations work to meet a growing consumer demand. [21]
  3. Training in social-media techniques, tactics and unwritten rules may not be needed for "parseltongues", such as workers who are already comfortable and experienced with using social media. However, for workers who are not familiar with social media, formal or informal training may be needed. Brand management and engagement is done differently on social media platforms than over traditional advertising formats such as TV and radio ads. To give just one example, with traditional ads, customers cannot respond to the ad. However, if an organization makes a major gaffe or politically incorrect statement on social media, customers and other regular citizens can immediately post comments about the ad.
  4. Knowledge management could take place in traditional small businesses (such as coffeehouses and ice cream parlours) just by using the owner-proprietor's own memory of his key customers, their preferences, and their client-service expectations. However, with the shift to national or even multinational e-commerce businesses which operate online, companies are generating far more data on transactions for a single person or even a team to grasp just in their memory. As such, 2010-era global e-commerce firms typically use a range of digital tools to track, monitor and analyze the huge streams of data their businesses are generating, a process called "data mining".

Monitoring, tracking and analysis of consumers

Companies are increasingly using social media monitoring tools to monitor, track, and analyze online conversations on the Web about their brand or products or about related topics of interest. This can be useful in public relations management and advertising campaign tracking, allowing the companies to measure return on investment for their social media ad spending, competitor-auditing, and for public engagement. Tools range from free, basic applications to subscription-based, more in-depth tools.

Social media tracking also enables companies to respond quickly to online posts that criticize their product or service. By responding quickly to critical online posts, and helping the user to resolve the concerns, this helps the company to lessen the negative effects that online complaints can have about company product or service sales. In the US, for example, if a customer criticizes a major hotel chain's cleanliness or service standards on a social media website, a company representative will usually quickly be alerted to this critical post, so that the company representative can go online and express concern for the sub-par service and offer the complaining person a coupon or discount on their next purchase, plus a promise to forward their concerns to the hotel manager so that the problem will not be repeated. This rapid response helps to show that the company cares about its customers.

The "honeycomb framework" defines how social media services focus on some or all of seven functional building blocks. [22] These building blocks help explain the engagement needs of the social media audience. For instance, LinkedIn users are thought to care mostly about identity, reputation, and relationships, whereas YouTube's primary features are sharing, conversations, groups, and reputation. Many companies build their own social "containers" that attempt to link the seven functional building blocks around their brands. These are private communities that engage people around a more narrow theme, as in around a particular brand, vocation or hobby, rather than social media containers such as Google+, Facebook, and Twitter. PR departments face significant challenges in dealing with viral negative sentiment directed at organizations or individuals on social media platforms (dubbed "sentimentitis"), which may be a reaction to an announcement or event. [23] In a 2011 article, [22] Jan H. Kietzmann, Kristopher Hermkens, Ian P. McCarthy and Bruno S. Silvestre describe the honeycomb relationship as "present[ing] a framework that defines social media by using seven functional building blocks: identity, conversations, sharing, presence, relationships, reputation, and groups".

Social authority

Social media marketing becomes effective through a process called "building social authority". One of the foundation concepts in social media has become that you cannot completely control your message through social media but rather you can simply begin to participate in the "conversation" expecting that you can achieve a significant influence in that conversation. [24] However, this conversation participation must be cleverly executed because although people are resistant to marketing in general, they are even more resistant to direct or overt marketing through social media platforms. This may seem counterintuitive but it is the main reason building social authority with credibility is so important. A marketer can generally not expect people to be receptive to a marketing message in and of itself. In the Edelman Trust Barometer report [25] in 2008, the majority (58%) of the respondents reported they most trusted company or product information coming from "people like me" inferred to be information from someone they trusted. In the 2010 Trust Report, [26] the majority switched to 64% preferring their information from industry experts and academics. According to Inc. Technology's Brent Leary, "This loss of trust, and the accompanying turn towards experts and authorities, seems to be coinciding with the rise of social media and networks." [27] [28]

Market Research

Social Media has had a significant impact on businesses in terms of market research. As a result of the changes in consumer communication habits, due to the rise in the use of social media platforms, traditional research methods have become less effective. Long established methods such as telephone and email conversations, used by businesses have begun to decline in terms of quality and ability to reach customers when attempting to gain opinions and insights. However, this has had many positive implications. New and innovative market research methods have been formed in replacement which better suit the preferences of the modern consumer. [29]

More outdated market research methods such as focus groups and surveys have the disadvantage of being very time consuming and expensive. However social media offers a new accessible method which has limited costs when attempting to communicate and gage the opinions of a target market. [30] When making a potential purchase, customers will often turn to social media for more information and advice from brands and other customers. Therefore, this makes social media essential for many people when making decisions. Facebook and Twitter provide the opportunity for customers to interact and find out more information on products and services while simultaneously providing market research material. [31] These interactions create lasting relationships between consumers and brands. From this communication, viewpoints and queries can be used to understand a target market better. Using social media as a tool when conducting market research helps create research strategies that can facilitate efficient and powerful results to improve business operations. [30]

Related Research Articles

Customer relationship management (CRM) is a process in which a business or other organization administers its interactions with customers, typically using data analysis to study large amounts of information.

<span class="mw-page-title-main">Marketing</span> Study and process of exploring, creating, and delivering value to customers

Marketing is the process of exploring, creating, and delivering value to meet the needs of a target market in terms of goods and services; potentially including selection of a target audience; selection of certain attributes or themes to emphasize in advertising; operation of advertising campaigns; attendance at trade shows and public events; design of products and packaging attractive to buyers; defining the terms of sale, such as price, discounts, warranty, and return policy; product placement in media or with people believed to influence the buying habits of others; agreements with retailers, wholesale distributors, or resellers; and attempts to create awareness of, loyalty to, and positive feelings about a brand. Marketing is typically done by the seller, typically a retailer or manufacturer. Sometimes tasks are contracted to a dedicated marketing firm or advertising agency. More rarely, a trade association or government agency advertises on behalf of an entire industry or locality, often a specific type of food, food from a specific area, or a city or region as a tourism destination.

In marketing, market segmentation is the process of dividing a broad consumer or business market, normally consisting of existing and potential customers, into sub-groups of consumers based on shared characteristics.

Personalized marketing, also known as one-to-one marketing or individual marketing, is a marketing strategy by which companies leverage data analysis and digital technology to deliver individualized messages and product offerings to current or prospective customers. Advancements in data collection methods, analytics, digital electronics, and digital economics, have enabled marketers to deploy more effective real-time and prolonged customer experience personalization tactics.

Viral marketing is a business strategy that uses existing social networks to promote a product mainly on various social media platforms. Its name refers to how consumers spread information about a product with other people, much in the same way that a virus spreads from one person to another. It can be delivered by word of mouth, or enhanced by the network effects of the Internet and mobile networks.

Marketing Communications refers to the use of different marketing channels and tools in combination. Marketing communication channels focus on how businesses communicate a message to its desired market, or the market in general. It is also in charge of the internal communications of the organization. Marketing communication tools include advertising, personal selling, direct marketing, sponsorship, communication, public relations, social media, customer journey and promotion.

<span class="mw-page-title-main">Online shopping</span> Form of electronic commerce

Online shopping is a form of electronic commerce which allows consumers to directly buy goods or services from a seller over the Internet using a web browser or a mobile app. Consumers find a product of interest by visiting the website of the retailer directly or by searching among alternative vendors using a shopping search engine, which displays the same product's availability and pricing at different e-retailers. As of 2020, customers can shop online using a range of different computers and devices, including desktop computers, laptops, tablet computers and smartphones.

In marketing, promotion refers to any type of marketing communication used to inform target audiences of the relative merits of a product, service, brand or issue, most of the time persuasive in nature. It helps marketers to create a distinctive place in customers' mind, it can be either a cognitive or emotional route. The aim of promotion is to increase brand awareness, create interest, generate sales or create brand loyalty. It is one of the basic elements of the market mix, which includes the four Ps, i.e., product, price, place, and promotion.

The eCRM or electronic customer relationship management coined by Oscar Gomes encompasses all standard CRM functions with the use of the net environment i.e., intranet, extranet and internet. Electronic CRM concerns all forms of managing relationships with customers through the use of information technology (IT).

Engagement marketing, sometimes called "experiential marketing", "event marketing", "on-ground marketing", "live marketing", "participation marketing", "Loyalty Marketing", or "special events", is a marketing strategy that directly engages consumers and invites and encourages them to participate in the evolution of a brand or a brand experience. Rather than looking at consumers as passive receivers of messages, engagement marketers believe that consumers should be actively involved in the production and co-creation of marketing programs, developing a relationship with the brand.

<span class="mw-page-title-main">Digital marketing</span> Marketing of products or services using digital technologies or digital tools

Digital marketing is the component of marketing that uses the Internet and online-based digital technologies such as desktop computers, mobile phones and other digital media and platforms to promote products and services. Its development during the 1990s and 2000s changed the way brands and businesses use technology for marketing. As digital platforms became increasingly incorporated into marketing plans and everyday life, and as people increasingly used digital devices instead of visiting physical shops, digital marketing campaigns have become prevalent, employing combinations of search engine optimization (SEO), search engine marketing (SEM), content marketing, influencer marketing, content automation, campaign marketing, data-driven marketing, e-commerce marketing, social media marketing, social media optimization, e-mail direct marketing, display advertising, e-books, and optical disks and games have become commonplace. Digital marketing extends to non-Internet channels that provide digital media, such as television, mobile phones, callbacks, and on-hold mobile ring tones. The extension to non-Internet channels differentiates digital marketing from online marketing.

Customer engagement is an interaction between an external consumer/customer and an organization through various online or offline channels. According to Hollebeek, Srivastava and Chen S-D logic-Definition of customer engagement is "a customer’s motivationally driven, volitional investment of operant resources, and operand resources into brand interactions," which applies to online and offline engagement.

Social network advertising, also known as "social media targeting," is a group of terms that are used to describe forms of online advertising and digital marketing that focus on social networking services. One of the significant benefits of this type of advertising is that advertisers can take advantage of the users' demographic information, psychographics and other data points to target their ads appropriately.

<span class="mw-page-title-main">Social media marketing</span> Promotion of producs or services on social media

Social media marketing is the use of social media platforms and websites to promote a product or service. Although the terms e-marketing and digital marketing are still dominant in academia, social media marketing is becoming more popular for both practitioners and researchers. Most social media platforms have built-in data analytics tools, enabling companies to track the progress, success, and engagement of ad campaigns. Companies address a range of stakeholders through social media marketing, including current and potential customers, current and potential employees, journalists, bloggers, and the general public. On a strategic level, social media marketing includes the management of a marketing campaign, governance, setting the scope and the establishment of a firm's desired social media "culture" and "tone."

Customer to customer markets provide a way to allow customers to interact with each other. Traditional markets require business to customer relationships, in which a customer goes to the business in order to purchase a product or service. In customer to customer markets, the business facilitates an environment where customers can sell goods or services to each other. Other types of markets include business to business (B2B) and business to customer (B2C).

Brand networking is the engagement of a social networking service around a brand by providing consumers with a platform of relevant content, elements of participation, and a currency, score, or ranking. Brand networking creates communities that serve as interactive destinations to encourage brand participation online and off. This evolved level of user participation with the brand facilitates strong relationships with consumers, leverages sales, and generates fan equity.

Online presence management is the process of creating and promoting traffic to a personal or professional brand online. This process combines web design, and development, blogging, search engine optimization, pay-per-click marketing, reputation management, directory listings, social media, link sharing, and other avenues to create a long-term positive presence for a person, organization, or product in search engines and on the web in general.

The fields of marketing and artificial intelligence converge in systems which assist in areas such as market forecasting, and automation of processes and decision making, along with increased efficiency of tasks which would usually be performed by humans. The science behind these systems can be explained through neural networks and expert systems, computer programs that process input and provide valuable output for marketers.

Marketing automation refers to software platforms and technologies designed for marketing departments and organizations to more effectively market on multiple channels online and automate repetitive tasks.

Data-driven marketing is a process used by marketers to gain insights and identify trends about consumers and how they behave — what they buy, the effectiveness of ads, and how they browse. Modern solutions rely on big data strategies and collect information about consumer interactions and engagements to generate predictions about future behaviors. This kind of analysis involves understanding the data that is already present, the data that can be acquired, and how to organize, analyze, and apply that data to better marketing efforts. The intended goal is generally to enhance and personalize the customer experience. The market research allows for a comprehensive study of preferences.

References

  1. 1 2 3 4 5 Kaplan, Andreas M. (March–April 2012). "If you love something, let it go mobile: Mobile marketing and mobile social media 4x4". Business Horizons. 55 (2): 129–139. doi:10.1016/j.bushor.2011.10.009.
  2. Ravenscroft, A.; Schmidt, A.; Cook, J.; Bradley, C. (16 May 2012). "Designing social media for informal learning and knowledge maturing in the digital workplace". Journal of Computer Assisted Learning. 28 (3): 235–249. doi:10.1111/j.1365-2729.2012.00485.x. ISSN   0266-4909.
  3. Cudanov, Mladen; Savoiu, Gheorghe; Jasko, Ondrej (2012). "Usage of technology enhanced learning tools and organizational change perception". Computer Science and Information Systems. 9 (1): 285–302. doi: 10.2298/csis110106043c . ISSN   1820-0214.
  4. Behringer, Nicole; Sassenberg, Kai (July 2015). "Introducing social media for knowledge management: Determinants of employees' intentions to adopt new tools". Computers in Human Behavior. 48: 290–296. doi:10.1016/j.chb.2015.01.069.
  5. Mary, Culnan; Patrick, McHugh; Jesus, Zubillaga. "How Large U.S. Companies Can Use Twitter and Other Social Media to Gain Business Value". www.researchgate.net. University of Minnesota. Retrieved 10 November 2020.
  6. Dunay, Paul (18 April 2012). "gyroVoice: 10 E-Commerce Predictions For 2013". Forbes. Retrieved 16 June 2013.
  7. R., Miller, Carolyn; Dawn, Shepherd (2004). "Blogging as Social Action: A Genre Analysis of the Weblog". conservancy.umn.edu. hdl:11299/172818 . Retrieved 22 April 2016.{{cite journal}}: CS1 maint: multiple names: authors list (link)
  8. Agichtein, Eugene; Carlos Castillo. Debora Donato; Aristides Gionis; Gilad Mishne (2008). "Finding high-quality content in social media". WISDOM – Proceedings of the 2008 International Conference on Web Search and Data Mining: 183–193.
  9. Wrigh, Donald (Spring 2008). "How blogs and social media are changing public relations and the way it is practiced" (PDF). Public Relations Journal. 2 (2). CiteSeerX   10.1.1.590.7572 . Retrieved 22 April 2016.
  10. R. Levine; C. Locke; D. Searls & D. Weinberger, Markets are conversations, New York: Perseus, retrieved 22 October 2012
  11. Mitchell, Stacy (August 2016). [- https://www.ilsr.org/wp-content/uploads/downloads/2016/08/MonopolyPower-SmallBusiness.pdf "Monopoly Power and Decline of Small Business"] (PDF). Institute for Local Self-Reliance. Retrieved 10 March 2021.{{cite web}}: Check |url= value (help)
  12. Manyika, James; Roxburgh, Charles (October 2011). "The Great Transformer: The Impact of the Internet on Economic Growth and Prosperity" (PDF). McKinsey Global Institute. Retrieved 3 March 2021.
  13. Clements, Matthew (30 January 2004). "Direct and Indirect Network Effects: Are they Equivalent?" (PDF). Retrieved 12 March 2021.
  14. Justus, Haucap; Heimeshoff, Ulrich (January 2013). "Google, Facebook, Amazon, Ebay: Is the Internet Driving Competition or Market Monopolization?" (PDF). Dusseldorf Institute for Competition Economics. Retrieved 3 March 2021.
  15. Doh-Shin, Jeon; Nasr, Nikrooz (16 July 2014). "Aggregators and Competition Among Newspapers on the Internet" (PDF). Retrieved 3 March 2021.
  16. Goldfarb, Avi; Tucker, Catherine (August 2017). "Digital Economics" (PDF). National Bureau of Economic Research. Retrieved 3 March 2021.
  17. Haimerl, Amy (7 March 2021). "When You're a Small Business, E-Commerce is Tougher than it looks". The New York Times. Retrieved 12 March 2021.
  18. Paniagua, Jordi; Sapena, Juan (2014). "Business performance and social media: Love or hate?". Business Horizons. 57 (6): 719–728. doi:10.1016/j.bushor.2014.07.005.
  19. Holleschovsky, Nina Isabel; Constantinides, Efthymios (2016). "Impact of Online Product Reviews on Purchasing Decisions". Influence on consumer decisions (Submitted manuscript). pp. 271–278. doi:10.5220/0005861002710278. ISBN   978-989-758-186-1. S2CID   40593038.
  20. "The Impact Of Social Media On Business Performance".
  21. 1 2 3 4 Szycher, Michael (4 September 2018). Szycher's Practical Handbook of Entrepreneurship and Innovation. CRC Press. ISBN   9781351736367.
  22. 1 2 Kietzmann, Jan H.; Kristopher Hermkens (2011). "Social media? Get serious! Understanding the functional building blocks of social media". Business Horizons (Submitted manuscript). 54 (3): 241–251. doi:10.1016/j.bushor.2011.01.005. S2CID   51682132.
  23. Dhami, Nav. "Outbreaks of sentimentitis – riding the social media tiger". Global Connections. Archived from the original on 26 April 2013. Retrieved 12 December 2012.
  24. "Research Survey". Mprcenter.org. Retrieved 24 April 2012.
  25. "2015 Edelman TrustBarometer". Edelman. Archived from the original on 25 July 2010.
  26. EOI Escuela de Organización Industrial (9 February 2010). "Edelman Trust Barometer 2010". slideshare.net.
  27. "Inc. Technology Brent Leary Article". Technology.inc.com. 22 March 2010. Archived from the original on 3 April 2011. Retrieved 9 February 2014.
  28. "Edelman 2010 Trust Barometer Study". Edelman.com. Archived from the original on 18 April 2012. Retrieved 24 April 2012.
  29. Patino, Anthony (27 April 2012). "Social media's emerging importance in market research". Journal of Consumer Marketing. 29 (3): 233–237. doi:10.1108/07363761211221800.
  30. 1 2 Hagaman, Ariel (2021). "How To: Using Social Media for Market Research". AYTM. Retrieved 18 May 2021.
  31. Bronner, Fred (1 January 2014). "Social media and consumer choice". International Journal of Market Research. 56: 51–71. doi:10.2501/IJMR-2013-053. S2CID   167552317.