Chapter 1
Foundations of Social Media and Content Management
Advance Diploma in Media Management
Social Media & Content Management
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Advance Diploma
Foundations of Social Media and Content Management
Introduction
Social media and content management are central to contemporary media practice. They influence how organisations communicate, how publics form opinions, how communities organise, and how brands create value. For media managers, social media is not simply a collection of applications for publishing messages. It is a set of socio-technical systems in which users, organisations, algorithms, data, commercial incentives and cultural practices interact.
Content management is the planned creation, organisation, publication, distribution, governance and evaluation of content across channels. Social media management applies these activities to platforms characterised by participation, connectivity, rapid circulation and ongoing feedback. Effective practice therefore requires more than writing attractive posts. It requires strategic thinking, audience research, platform literacy, editorial judgement, ethical awareness and the ability to interpret evidence.
This chapter establishes the conceptual foundation for later work in social media strategy, content planning, community management, analytics and campaign development.
Learning Objectives
By the end of this chapter, you should be able to:
Define major terms used in social media and content management.
Explain the historical development from mass media to networked digital media.
Analyse participatory culture and user-generated content.
Explain network effects and their implications for platform growth.
Apply social communication theories to professional communication.
Describe platform ecosystems and the role of algorithms, users and organisations.
Distinguish owned, earned, shared and paid media.
Identify ethical, legal, governance and managerial issues in social media practice.
1. Essential Terminology
Digital media refers to media content encoded in digital form and distributed through electronic networks. It includes websites, streaming services, mobile applications, podcasts, digital publications and social platforms.
Social media refers to digital services that enable users to create, circulate, respond to and organise content through networked interaction. The term includes both the technologies and the social practices that develop around them.
Platform is a digital infrastructure that facilitates interactions among different groups, such as users, advertisers, creators, developers and organisations. A platform does not merely host content; it structures what can be created, found, monetised and moderated.
Content is any communicative material distributed to an audience. It may include text, images, video, audio, live streams, links, data visualisations, comments and interactive experiences.
User-generated content (UGC) is content created by users rather than exclusively by professional media organisations. Reviews, fan videos, customer photographs and community discussions are examples.
Audience means the people for whom communication is designed or who encounter it. In social media, audiences are often active, measurable and overlapping rather than passive and clearly bounded.
Community is a group connected by shared interests, identity, location, activity or values. A community may exist within a platform but can also span several channels.
Engagement describes observable interactions with content, such as comments, reactions, shares, saves, replies, clicks or direct messages. Engagement is not automatically equivalent to attention quality, trust or business value.
Reach is the number of unique accounts or people exposed to content, while impressions refer to the total number of times content is displayed. One person may generate multiple impressions.
Algorithmic curation is the automated selection, ranking or recommendation of content according to programmed rules and data-informed models. These systems commonly use signals such as recency, relevance, predicted interest, relationships and prior behaviour.
Moderation is the process of applying rules to content and behaviour. It may involve removal, labelling, down-ranking, account restrictions, appeals and human review.
Content governance is the system of policies, roles, standards and procedures that controls how content is created, approved, published, protected, corrected and retired.
Social listening is the systematic monitoring and analysis of online conversations, mentions, themes and sentiment relevant to an organisation or issue.
Call to action (CTA) is an instruction intended to prompt a response, such as “learn more,” “register,” “share your view” or “download the report.”
These terms describe related but different dimensions of practice. For example, a post may achieve high reach but low engagement, or high engagement but little conversion. Sound management avoids treating any single metric as a complete measure of communication effectiveness.
2. From Mass Communication to Networked Media
The development of social media can be understood as a transition across overlapping media environments rather than as a sudden technological replacement.
2.1 Mass media and one-to-many communication
Traditional mass media—newspapers, radio, cinema and television—were organised largely around one-to-many distribution. Production was comparatively centralised, distribution channels were scarce and audiences had limited opportunities to respond publicly. Professional gatekeepers selected and scheduled content. Feedback existed, but it was often delayed or indirect through ratings, circulation figures, letters and market research.
This model provided scale and editorial control, but it also created strong asymmetries between producers and audiences. Organisations could communicate to large publics, yet publics could not easily communicate back to the organisation or to one another through the same channel.
2.2 Digitisation and convergence
Digitisation transformed media by representing text, sound, images and video as data. The consequences included easier copying, searching, editing, storage and transmission. Convergence brought previously separate functions together: a smartphone can be a camera, publishing tool, broadcasting device, archive, marketplace and social interface.
The internet introduced many-to-many communication. Websites and email reduced distribution barriers, while forums, blogs and comment systems enabled early forms of networked participation. However, these systems were not automatically social in the contemporary sense; participation depended on technical design, norms and the willingness of users to contribute.
2.3 Web 2.0 and platformisation
The term Web 2.0 is commonly associated with the growth of interactive services, user participation and data-driven platforms in the early twenty-first century. Social networking sites, video-sharing services, blogs, wikis and collaborative applications made publishing more accessible.
Platformisation refers to the increasing organisation of cultural, economic and social activity through platforms. Platforms provide tools, interfaces and rules, while collecting data and coordinating interactions. They also determine visibility through design and ranking systems. As a result, media managers work within environments they do not fully control.
2.4 Mobile, visual and algorithmic media
Mobile connectivity made social media more immediate and context-sensitive. Users can create and consume content while travelling, shopping, working or attending events. Camera quality, editing tools and live-streaming functions have made visual communication central to many platforms.
At the same time, chronological feeds have increasingly been supplemented or replaced by algorithmic recommendation. Visibility is now shaped not only by who an account follows but also by predictions about what a user may find relevant or engaging. This creates opportunities for discovery but also raises concerns about opacity, bias, polarisation and dependence on platform policy.
3. Participatory Culture
Henry Jenkins described participatory culture as a culture with relatively low barriers to artistic expression and civic engagement, strong support for creating and sharing work, informal mentorship, and a belief that contributions matter. The concept helps explain why social media differs from conventional broadcasting.
Participation occurs in several forms:
Creation: producing posts, videos, reviews, memes, podcasts or live broadcasts.
Circulation: sharing, reposting, linking or recommending content.
Interpretation: commenting, remixing, parodying or adding context.
Collaboration: solving problems, editing collective resources or organising campaigns.
Community formation: developing shared identities, norms and practices.
Civic action: raising awareness, mobilising support or documenting events.
Participation is not evenly distributed. A small proportion of users may create much of the original content, while many others mainly view, react or occasionally share. This is sometimes described as an inequality of participation. Organisations should therefore avoid assuming that visible activity represents the entire audience.
Participatory culture creates value through knowledge, creativity, trust and social connection. A customer review may assist other customers; a fan community may extend a media property; a user photograph may demonstrate product use more persuasively than an advertisement. Yet participation also creates risks. Users may produce inaccurate, offensive, infringing or confidential material. An organisation that invites participation must establish clear rules and explain how contributions will be used.
The professional implication is that audiences should be treated as participants and stakeholders, not merely as targets. Content planning should include listening, response and relationship maintenance alongside publication.
4. Network Effects and Social Diffusion
A network effect occurs when the value of a service changes as the number or quality of connected participants changes. In a direct network effect, additional users can increase the usefulness of the service to other users. A messaging service, for example, becomes more useful when more relevant contacts are available.
Indirect network effects arise when growth on one side of a platform benefits another side. More users may attract advertisers, while more advertisers may finance improved services or creator tools. More creators can attract audiences, and larger audiences can attract further creators.
Network effects help explain rapid platform growth, but they should not be confused with guaranteed success. Value depends on relevant connections, trust, usability, safety and the quality of interactions. A platform with many inactive or abusive accounts may be less valuable than a smaller, well-governed community.
A simple conceptual representation of average network value is sometimes expressed as proportional to the number of relevant connections. If each participant can potentially connect with every other participant, the number of undirected pairwise connections is:
C = n(n − 1) ÷ 2
Here, n is the number of participants and C is the number of possible unordered pairs. This is a theoretical upper bound, not a prediction of actual relationships. It assumes every participant could connect with every other participant and does not account for activity, relevance, quality or platform constraints. For n = 4, C = 4 × 3 ÷ 2 = 6 possible pairs.
Social diffusion is the spread of information through interpersonal and networked connections. Diffusion is affected by:
perceived credibility of the source;
emotional intensity and practical usefulness;
social identity and group norms;
timing and relevance;
network structure;
platform affordances such as sharing and recommendation;
friction, including privacy concerns or effort required to share.
Virality is not a controllable property that can be added to a post. It is an emergent outcome of content, users, circumstances, networks and platform systems. Managers can improve the conditions for circulation, but cannot guarantee it.
5. Social Communication Theories
5.1 Uses and gratifications
Uses and gratifications theory views audiences as active users who select media to satisfy needs. Common needs include information, entertainment, identity, social connection, participation and escape. The theory encourages managers to ask what users are trying to accomplish rather than assuming that exposure alone creates value.
For example, a public-service organisation may provide short explanatory videos for information seeking, discussion spaces for community connection and downloadable guides for practical action. Different formats serve different needs.
5.2 Two-step flow and opinion leadership
The two-step flow model proposes that media influence often moves through opinion leaders before reaching wider audiences. In contemporary settings, opinion leadership may be exercised by journalists, creators, subject experts, community administrators or trusted peers. Influence is contextual: a person may be authoritative on fitness but not on public finance.
Managers should assess not only follower counts but also expertise, credibility, audience fit, disclosure practices and the quality of interaction. High visibility does not necessarily indicate high influence.
5.3 Diffusion of innovations
Everett Rogers’ diffusion of innovations theory explains how new ideas and practices spread through social systems. Adoption is influenced by perceived relative advantage, compatibility, complexity, trialability and observability. The model identifies adopter categories such as innovators, early adopters, early majority, late majority and laggards.
For a new digital service, communication should therefore demonstrate practical advantage, fit with existing routines and evidence that the service works. Early users may need different information from later users. Early adopters may value experimentation, whereas the early majority may need reassurance, support and proof.
5.4 Social presence and media richness
Social presence concerns the degree to which a medium allows users to experience others as psychologically present. Media richness concerns the capacity of a medium to convey cues and reduce ambiguity. These ideas are useful when selecting channels. A sensitive customer-service issue may require a private, interactive and high-presence channel, whereas a simple announcement may work effectively as a concise public post.
No medium is universally richest. Suitability depends on the communication task, audience expectations, urgency, accessibility and privacy requirements.
5.5 Networked publics and context collapse
Networked publics are publics reorganised through networked technologies. They have properties such as persistence, replicability, scalability and searchability. A further challenge is context collapse, in which different audiences—customers, colleagues, family members, journalists and regulators—encounter the same message. Content that appears appropriate for one audience may be misunderstood by another.
Professional practice should anticipate possible secondary audiences. Privacy settings reduce but do not eliminate this risk. Clear language, evidence, accessibility and a documented approval process are therefore important.
6. Platform Ecosystems
A platform ecosystem consists of the platform owner, users, creators, advertisers, developers, regulators, partners and complementary services. These actors exchange attention, content, data, money, labour and legitimacy.
Social media platform ecosystem showing relationships among users, creators, organisations, advertisers, platform and regulators
Figure: Social media platform ecosystem showing relationships among users, creators, organisations, advertisers, platform and regulators
Figure: A platform ecosystem in which multiple actors exchange content, attention, data, money and governance obligations.
The platform mediates relationships through application programming interfaces, recommendation systems, advertising tools, analytics dashboards, identity systems and moderation rules. Its commercial model may depend on advertising, subscriptions, transactions, data services or combinations of these.
Affordances and constraints
An affordance is a possibility for action provided by a technology in relation to a user. A platform may afford live broadcasting, tagging, threaded discussion, private messaging or collaborative editing. Affordances are not guarantees: a feature may be technically available but socially inappropriate, inaccessible or restricted by policy.
Platforms also impose constraints. Character limits, file formats, ranking systems, verification requirements, copyright controls and advertising policies influence content decisions. A content manager must therefore adapt a core message to platform conventions without losing accuracy or organisational identity.
Algorithmic visibility
Visibility is produced by a combination of publication, user behaviour, platform ranking and paid distribution. Ranking systems may optimise for predicted relevance, session time, meaningful interaction, safety or commercial objectives. Their details can change and may not be fully disclosed.
Managers should avoid unsupported claims about “the algorithm.” Instead, they should test content systematically, monitor official platform guidance, maintain owned channels and build direct relationships with communities. Dependence on one platform creates strategic vulnerability because policy, pricing and reach can change.
7. Owned, Earned, Shared and Paid Media
The PESO framework classifies media according to control, distribution and relationship.
Media type
Meaning
Examples
Main strength
Main limitation
Owned
Channels controlled by an organisation
Website, email list, blog, brand app
Control and durable access
Requires investment to attract audiences
Earned
Attention or endorsement gained from others
Press coverage, reviews, recommendations
Credibility and third-party validation
Limited control and unpredictable timing
Shared
Content distributed through social participation
Shares, community posts, collaborative conversations
Relationship and peer circulation
Context and message may change
Paid
Distribution purchased from a platform or publisher
Sponsored posts, search ads, display ads
Targeting, scale and measurable delivery
Cost, advertising scepticism and platform dependence
The categories overlap in practice. A campaign may begin with an owned report, receive earned media coverage, be shared by a community and then receive paid support. The framework is therefore a planning tool, not a claim that channels operate in isolation.
A strong media system usually gives each category a distinct role. Owned media can provide authoritative detail and capture consent-based relationships. Earned media can supply legitimacy. Shared media can activate communities and encourage dialogue. Paid media can extend reach to defined audiences or support a specific action.
A common mistake is to use paid promotion to compensate for weak content or poor audience fit. Paid distribution can increase exposure, but it cannot automatically create trust or solve a damaged reputation. Similarly, high organic engagement may not translate into conversions unless the journey to action is clear.
8. Content Management as a Professional Process
Content management is best understood as a lifecycle:
Research: identify organisational goals, audience needs, cultural context, risks and evidence.
Planning: define themes, formats, channels, responsibilities, resources and timing.
Creation: produce accurate, accessible and platform-appropriate material.
Publication: use suitable metadata, links, captions, alt text and calls to action.
Distribution: coordinate owned, earned, shared and paid activity.
Community management: respond, clarify, escalate and document interactions.
Measurement: evaluate reach, engagement, action, sentiment, quality and outcomes.
Learning and governance: record findings, update standards and retire or revise content.
An editorial calendar supports coordination but should not make communication inflexible. A calendar should identify the content purpose, audience, format, channel, owner, approval status, publication date, accessibility requirements and success indicator.
A useful distinction is between outputs, outtakes and outcomes. Outputs are what the organisation publishes. Outtakes are what audiences understand, remember or discuss. Outcomes are changes in behaviour, relationships, knowledge or organisational performance. Counting posts is therefore an output measure, not proof of effectiveness.
9. Applied Case: A Public Health Information Campaign
The following is an illustrative case.
Background
A municipal health department wants to increase uptake of seasonal vaccination among adults who are eligible but uncertain. It has a website, an email database and accounts on several social platforms. Previous campaigns published factual posters but generated limited discussion and substantial misinformation in comment sections.
Problem
The department must communicate accurate information without creating unnecessary fear. It must reach different age groups, respond to questions, protect personal information and avoid presenting social engagement as the same thing as vaccination uptake.
Analysis
Uses and gratifications suggests that audiences need both reliable information and practical assistance. The two-step flow model indicates that trusted local clinicians and community organisations may help interpret the message. Participatory culture suggests that questions should be treated as useful signals, while moderation is required for harmful misinformation and personal medical disclosures. The PESO framework indicates that the department should use its website as the authoritative source, community sharing for local relevance, earned media for credibility and paid media to reach underrepresented groups.
Approach and solution
The department creates a central web page containing eligibility rules, clinic locations, accessibility information and a frequently updated evidence section. Short platform-specific videos answer common questions and direct users to the page. Clinicians participate in recorded question-and-answer sessions, with clear disclosure of their professional role. Community partners receive adaptable materials in relevant languages.
Comments are monitored according to a published policy. Good-faith questions receive factual responses; threats, personal medical details and demonstrably harmful falsehoods are handled under documented escalation procedures. Staff do not provide individual diagnosis in public comments.
The campaign uses a content matrix: explanatory content for information seekers, practical booking content for action-oriented users, testimonials for social reassurance and myth-correction content that avoids repeating misleading claims more prominently than the evidence. Paid distribution is tested across audience segments, while email supports people who have already consented to communication.
Outcome and evaluation
The department evaluates unique reach and video completion, but also tracks visits to clinic information, booking-link use, questions resolved, accessibility feedback and vaccination appointments where measurement is lawful and possible. It compares performance across content types and records qualitative themes in questions. A post with fewer reactions but many completed bookings may be more valuable than a widely shared general statement.
Learning points
The case demonstrates that effective social media management integrates theory, content design, governance and measurement. It also shows why a platform metric should not be treated as the ultimate outcome. Accuracy, accessibility, trust and service availability are essential parts of communication effectiveness.
10. Ethics, Law and Governance
Social media practice involves responsibilities to users, clients, employees and the public.
Accuracy and correction: Organisations should verify claims, distinguish evidence from opinion and correct significant errors promptly. Deleting criticism without a policy can damage trust.
Privacy and data protection: Personal data should be collected and used lawfully, fairly and transparently. Consent, purpose limitation, data minimisation, retention and security are important principles, although specific legal requirements vary by jurisdiction. Private messages may contain sensitive information and should not be treated as an unregulated space.
Advertising disclosure: Paid partnerships, sponsorships and gifted products should be disclosed clearly. Disclosure should be understandable and placed where audiences can notice it.
Copyright and intellectual property: Reposting is not automatically permission. Organisations should obtain licences or use material under valid permissions, respect moral rights where applicable and keep records of approvals.
Accessibility: Captions, transcripts, meaningful alternative text, readable contrast, plain language and keyboard-compatible experiences improve access. Accessibility is a communication responsibility, not merely a technical enhancement.
Moderation and freedom of expression: Moderation policies should be clear, consistently applied and proportionate. They should distinguish disagreement from harassment, criticism from threats and error from deliberate manipulation. Appeals and escalation procedures improve accountability.
Bias and discrimination: Targeting, recommendation and automated moderation may reproduce social bias. Managers should inspect audience exclusions, creative representation, delivery patterns and complaint data.
Artificial intelligence: Generative AI can assist with brainstorming, transcription, translation, tagging and drafting. It can also produce fabricated claims, biased language, copyright risks and confidential-data leakage. Human review, source verification, disclosure policies and secure workflows are required. AI should support professional judgement rather than replace accountability.
11. Contemporary Developments and Strategic Implications
Several developments are reshaping the field:
short-form video and creator-led communication are changing discovery and persuasion;
social commerce is combining content, recommendation and transaction;
private groups and messaging channels are becoming important for community relationships;
synthetic media increases the need for provenance, verification and media literacy;
privacy changes affect targeting, attribution and measurement;
platform regulation is increasing attention to competition, safety, transparency and data rights;
search and social discovery are converging as users seek information within platforms.
These changes make resilience important. Organisations should diversify channels, retain accurate content in owned environments, document platform dependencies, develop crisis procedures and invest in staff capability. They should also distinguish short-term performance from long-term relationship value.
Best-Practice Principles
Begin with an audience and organisational problem, not a platform feature.
Match format and channel to user need, risk and communication purpose.
Build an authoritative owned destination for important information.
Design for participation while setting clear community standards.
Use evidence and accessible language rather than relying on attention alone.
Measure outcomes alongside reach and engagement.
Maintain approval, rights, privacy and escalation procedures.
Treat algorithms as changing distribution systems, not permanent laws.
Test responsibly and document what was learned.
Preserve human accountability when using automation or AI.
Chapter Summary
Social media is a socio-technical environment in which users, organisations, platforms, algorithms, advertisers and regulators interact. Its development reflects a movement from centralised mass communication toward digital, mobile, participatory and algorithmically curated media. Participatory culture gives users roles as creators, interpreters, distributors and community members, although participation remains uneven.
Network effects help explain why connected services can become more valuable as relevant participation grows, while diffusion depends on credibility, identity, usefulness, timing and network structure. Uses and gratifications, two-step flow, diffusion of innovations, social presence, media richness and networked-publics perspectives provide complementary ways to understand communication behaviour.
Platform ecosystems shape visibility, data use, monetisation and governance. The PESO framework distinguishes owned, earned, shared and paid media, while recognising that effective campaigns integrate them. Content management is a lifecycle involving research, planning, creation, review, publication, distribution, community management, measurement and learning. Professional practice must also address privacy, accuracy, copyright, accessibility, disclosure, moderation, bias and responsible AI use.
Key Terms
Digital media: Media encoded and distributed through digital technologies.
Social media: Networked services and practices that enable users to create, circulate and respond to content.
Platform: Digital infrastructure that coordinates interactions among multiple participant groups.
Content: Communicative material such as text, image, audio, video or interactive media.
User-generated content: Material created by users rather than solely by professional producers.
Audience: People who are intended to receive or who actually encounter communication.
Community: A group connected by shared interests, identity, location, activity or values.
Engagement: Observable interaction with content or an account.
Reach: The number of unique accounts or people exposed to content.
Impressions: The total number of times content is displayed.
Algorithmic curation: Automated selection or ranking of content using rules and data.
Moderation: Application of rules to content and user behaviour.
Content governance: Policies, roles and procedures controlling content throughout its lifecycle.
Participatory culture: A culture that supports relatively accessible creation, sharing and community contribution.
Network effect: A change in service value associated with changes in connected participation.
Platform ecosystem: The interconnected actors and resources surrounding a digital platform.
Owned media: Channels controlled by an organisation.
Earned media: Attention or endorsement gained from independent third parties.
Shared media: Content distributed through social participation and peer networks.
Paid media: Distribution purchased from a publisher or platform.
Review Questions
Short Answer Questions
Define social media and explain how it differs from digital media in general.
What is the difference between reach and impressions?
Identify two characteristics of participatory culture.
Explain the difference between owned media and earned media.
What is algorithmic curation?
Long Answer Questions
Explain the historical movement from mass communication to platformised, mobile and algorithmic media.
Discuss how uses and gratifications theory can guide the design of a social media content plan.
Explain direct and indirect network effects and evaluate their importance for platform strategy.
Describe the content-management lifecycle from research through evaluation.
Analyse the ethical and governance responsibilities of a professional social media manager.
Analytical / Application Questions
A university launches a new online student-support service. Design an integrated owned, earned, shared and paid media approach, explaining the role of each category.
A widely viewed post receives many reactions but produces few registrations. Analyse at least four possible explanations and propose an improved measurement plan.
A brand plans to use generative AI to produce customer-service replies. Develop a governance procedure addressing accuracy, privacy, bias, disclosure, escalation and human review.
Multiple Choice Questions with Answers
Question 1
Which statement best describes a social media platform?
A. A printed publication distributed to a mass audience
B. Digital infrastructure that coordinates interactions among multiple participant groups
C. A private database used only for storing files
D. A broadcast channel with no user response capability
Correct Answer: B. Digital infrastructure that coordinates interactions among multiple participant groups
Question 2
What is the main distinction between reach and impressions?
A. Reach measures unique exposure, while impressions count total displays
B. Reach measures paid exposure, while impressions measure earned exposure
C. Reach measures comments, while impressions measure shares
D. Reach measures conversions, while impressions measure purchases
Correct Answer: A. Reach measures unique exposure, while impressions count total displays
Question 3
Which activity is an example of user-generated content?
A. A company’s approved annual report
B. A platform’s automated recommendation
C. A customer’s video review of a product
D. An organisation’s internal content policy
Correct Answer: C. A customer’s video review of a product
Question 4
What does the PESO category ‘paid media’ refer to?
A. Content distributed only by unpaid volunteers
B. Distribution purchased from a publisher or platform
C. Attention received from independent journalists without payment
D. Content published on an organisation’s own website
Correct Answer: B. Distribution purchased from a publisher or platform
Question 5
According to the two-step flow perspective, media influence often moves through:
A. Opinion leaders before reaching wider audiences
B. Algorithms without any human interpretation
C. Government regulators before reaching journalists
D. Owned websites before reaching employees
Correct Answer: A. Opinion leaders before reaching wider audiences
Question 6
If four participants could each connect with every other participant in an undirected network, how many possible pairs exist?
A. 4
B. 6
C. 8
D. 12
Correct Answer: B. 6
Question 7
Which is an example of an indirect network effect?
A. A user finds a message more useful because a friend joined the same service
B. A platform changes its colour scheme
C. A company edits a caption before publication
D. A user saves a post for later viewing
Correct Answer: A. A user finds a message more useful because a friend joined the same service
Question 8
Which measure is most clearly an outcome rather than an output?
A. Number of posts published
B. Number of campaign images produced
C. Number of qualified service registrations
D. Number of editorial meetings held
Correct Answer: C. Number of qualified service registrations
Question 9
Why should organisations maintain an owned media channel?
A. Owned channels guarantee viral distribution
B. Owned channels provide greater control and durable access to information
C. Owned channels eliminate the need for moderation
D. Owned channels make paid media illegal
Correct Answer: B. Owned channels provide greater control and durable access to information
Question 10
Which is the most appropriate practice when using generative AI for public communication?
A. Publish all AI-generated text without review
B. Use confidential customer data in public AI tools
C. Require human review, source verification and clear governance
D. Assume AI output is unbiased because it is automated
Correct Answer: C. Require human review, source verification and clear governance