TITLE: AN INVESTIGATION OF EFFECTS OF OVER-THE-TOP ON SUBSCRIPTION TELEVISION PROVIDERS IN SOUTH AFRICA. VUYANI LUKHELE (0404667D) UNIVERSITY OF THE WITWATERSRAND JOHANNESBURG, SOUTH AFRICA. SUPERVISOR: PROF STEWART PETER KAUPA JANUARY 2025 DECLARATION I, Vuyani Lukhele, hereby declare that this dissertation represents my original work and has not been previously submitted, in whole or in part, for any degree at this or any other university. ________________ 17 February 2025 V. Lukhele Date ii DEDICATION This research is dedicated to the memory of my beloved mother, Sibongile Rose Hleza, who passed away on September 30, 2019. My mother was a constant source of support and inspiration throughout my life. While I deeply regret that she cannot witness this milestone, I know that she would be immensely proud. I cherish the unwavering love and countless sacrifices she made for me. May her memory forever be a source of strength and motivation. iii ACKNOWLEDGEMENTS A few months ago, it was announced that I would be completing my Master in Digital Transformation at Wits Business School. Throughout this journey, my team has surrounded me with love, appreciation, encouragement, and well wishes, for which I am deeply grateful. As I conclude this chapter, there are so many people to thank, but I want to express my most profound gratitude to our CTO, Sabelo Mwali. He has been an exceptional mentor, one who truly believes in the power of hard work and dedication. Over the course of this experience, I have grown both personally and professionally, and it has been an honour to work alongside him at the leadership table in our shared mission to drive the growth of our division. Thank you, Sabelo. I also want to extend my sincere thanks to my supervisor, Prof. Stewart Peter Kaupa, for his guidance and motivation throughout my studies. Lastly, I am incredibly grateful to my wife, Athabile Lukhele, for being my unwavering support and the best companion on this career journey. She and our daughter, Mbalenhle Lukhele, are my biggest cheerleaders, and I couldn’t have done this without them. Thank you both for everything. iv ABSTRACT This study examines the growing shift in consumer behavior from traditional television to Over-the-Top (OTT) streaming platforms in South Africa. With the rapid adoption of digital technologies, OTT services such as Netflix, Showmax, and DStv Stream have become increasingly popular, especially among younger, tech-savvy, and educated individuals. The study employed a quantitative approach using a Stratified Random Sampling method. Data were collected from 264 respondents out of 303 distributed surveys, achieving an 87.13% response rate. The survey explored factors influencing OTT adoption, including age, gender, educational level, and regional distribution. The findings revealed that OTT platforms, particularly Netflix, are most favoured by individuals aged 25-44, with Netflix being the dominant service across all age groups. Additionally, education levels were positively correlated with OTT adoption, with higher education linked to increased usage of OTT platforms. DStv remained the most popular traditional TV service, but its appeal is waning in comparison to OTT services. This study further explored the motivations behind consumers’ choices, including content relevance, pricing, and the perceived benefits of flexibility and convenience offered by OTT platforms. The findings provide valuable insights into consumer preferences in the South African media landscape and offer recommendations for businesses looking to capitalise on the growing OTT market. The findings of this study indicate that OTT platforms are rapidly transforming the television industry, necessitating strategic adaptations from traditional TV providers. Based on these findings, the study recommends that to remain competitive, industry leaders must embrace digital transformation, invest in personalised content experiences, explore innovative monetisation models, and leverage social influence for customer acquisition and retention with an emphasis on digital literacy and regional expansion, particularly in Gauteng, where OTT services are most widely adopted. Keywords: Over The Top (OTT), Traditional Television, Consumer Behavior, Digital Technologies, Marketing Strategies, South Africa. v Contents DECLARATION ..................................................................................................................................... i DEDICATION ........................................................................................................................................ ii ACKNOWLEDGEMENTS ................................................................................................................... iii ABSTRACT ................................................................................................................................... iv LIST OF ACRONYMS ................................................................................................................ xii CHAPTER 1. INTRODUCTION AND BACKGROUND OF THE STUDY................................... 1 1.1 INTRODUCTION .................................................................................................................. 1 1.2 BACKGROUND OF THE STUDY ....................................................................................... 1 1.3 PROBLEM STATEMENT ..................................................................................................... 4 1.4 AIM OF THE STUDY:........................................................................................................... 4 1.5 RESEARCH OBJECTIVES: .................................................................................................. 5 1.6 RESEARCH QUESTIONS..................................................................................................... 5 1.7 SIGNIFICANCE OF THE STUDY: ....................................................................................... 5 1.8 LIMITATIONS OF THE STUDY .......................................................................................... 6 1.9 DELIMITATION OF THE STUDY ....................................................................................... 6 1.10 CONCLUSION ....................................................................................................................... 6 CHAPTER 2. LITERATURE REVIEW ........................................................................................... 7 2.1 INTRODUCTION .................................................................................................................. 7 2.2 LITERATURE REVIEW SCOPE .......................................................................................... 7 2.3 EASE OF USE OF OTT PLATFORMS ................................................................................. 8 2.3.1 Overview of OTT platforms and their evolution ............................................................ 8 2.3.2 Ease of use as a Key factor ............................................................................................. 9 2.3.3 Consumer Perception of Benefits ................................................................................. 10 2.3.4 Behavioural Drivers for Switching ............................................................................... 11 2.3.5 Barriers to Switching .................................................................................................... 12 2.3.6 Impact of External Factors ............................................................................................ 13 2.4 CUSTOMERS FIND OTT SERVICES ................................................................................ 14 2.4.1 OTT Market Overview in South Africa ........................................................................ 14 2.4.2 Content Relevance ........................................................................................................ 15 2.4.3 Content Quality ............................................................................................................. 16 2.4.4 Consumer Perceptions of Usefulness ............................................................................ 16 2.4.5 Impact of Internet Connectivity and Affordability ....................................................... 17 2.4.6 Comparison with Traditional TV in South Africa ........................................................ 18 2.5 UNDERSTANDING HOW USEFUL CUSTOMERS FIND OTT SERVICES .................. 20 2.5.1 Overview of OTT content offering in South Africa ...................................................... 20 2.5.2 Consumer expectations and preference ......................................................................... 22 vi 2.5.3 Perception of content quality ........................................................................................ 23 2.5.4 Accessibility and Affordability of content .................................................................... 23 2.6 RELATIONSHIP BETWEEN SOCIAL INFLUENCE AND THE BEHAVIOURAL INTENTION ..................................................................................................................................... 24 2.6.1 Theoretical Frameworks ............................................................................................... 24 2.6.2 Social influence and consumer perception .................................................................... 26 2.6.3 Comparative analysis OTT vs Traditional television. ................................................... 27 2.6.4 Role of Social media and digital communities ............................................................. 29 2.7 CONCEPTUAL FRAMEWORK ......................................................................................... 30 2.8 CONCLUSION ..................................................................................................................... 32 CHAPTER 3. RESEARCH METHODOLOGY .............................................................................. 33 3.1 INTRODUCTION ................................................................................................................ 33 3.2 RESEARCH DESIGN .......................................................................................................... 33 3.3 RESEARCH APPROACH ................................................................................................... 34 3.3.1 Qualitative research....................................................................................................... 34 3.3.2 Quantitative research ..................................................................................................... 34 3.3.3 Mixed-model research ................................................................................................... 35 3.4 RESEARCH PHILOSOPHY ................................................................................................ 35 3.4.1 Epistemology ................................................................................................................ 36 3.4.2 Interpretivism ................................................................................................................ 36 3.4.3 Ontology ....................................................................................................................... 37 3.4.4 Positivism ...................................................................................................................... 37 3.4.5 Axiology ....................................................................................................................... 37 3.4.6 Realism ......................................................................................................................... 38 3.5 RESEARCH STRATEGY .................................................................................................... 38 3.6 TARGET POPULATION AND SAMPLING ...................................................................... 40 3.6.1 Sampling strategy .......................................................................................................... 40 3.6.2 Kinds of Sampling ........................................................................................................ 40 3.7 DATA COLLECTION ......................................................................................................... 41 3.7.1 Construction of Questionnaire ...................................................................................... 42 3.8 DATA ANALYSIS ............................................................................................................... 43 3.9 PILOT STUDY ..................................................................................................................... 44 3.9.1 Feedback related to data ................................................................................................ 44 3.10 DATA VALIDITY ............................................................................................................... 44 3.11 DATA RELIABILITY .......................................................................................................... 45 3.12 ETHICAL CONSIDERATIONS .......................................................................................... 45 3.12.1 Consent from participants ............................................................................................. 46 3.12.2 Ensuring confidentiality and anonymity ....................................................................... 46 3.12.3 Ensuring no harm comes to participants. ...................................................................... 46 3.12.4 Ensuring that permission is obtained. ........................................................................... 47 vii 3.13 CONCLUSION ..................................................................................................................... 47 CHAPTER 4. DATA ANALYSIS AND PRESENTATION OF RESULTS .................................. 48 4.1 INTRODUCTION ................................................................................................................ 48 4.2 DATA ANALYSIS AND FINDING .................................................................................... 48 4.2.1 Respondents Characteristics ......................................................................................... 48 4.3 DESCRIPTIVE DATA ......................................................................................................... 53 4.3.1 Descriptive Statistics for OTTE Construct ................................................................... 54 4.3.2 Descriptive Statistics for OTTS Construct .................................................................... 54 4.3.3 Descriptive Statistics for OTTC Construct ................................................................... 55 4.3.4 Descriptive Statistics for OTTI Construct ..................................................................... 55 4.4 RELIABILITY OF RESULTS .............................................................................................. 56 4.4.1 OTT Ease of use compared to TV (OTTE Construct) ................................................. 56 4.4.2 Social influence to adopting OTT (OTTS) ................................................................... 57 4.4.3 Content quality comparison to traditional TV (OTTC) ................................................ 58 4.4.4 Social influence to switch from TV to OTT platforms (OTTI Construct) .................... 59 4.5 FACTOR ANALYSIS .......................................................................................................... 59 4.5.1 Correlation and Regression Analysis ............................................................................. 63 4.6 CONCLUSION ..................................................................................................................... 69 CHAPTER 5. KEY FINDINGS FROM THE STUDY ................................................................... 70 5.1 INTRODUCTION ................................................................................................................ 70 5.2 KEY FINDINGS FROM THE STUDY ............................................................................... 70 5.2.1 User friendliness and benefits of using OTT platforms and its influence on consumer decisions to switch from traditional TV. ....................................................................................... 70 5.2.2 Usefulness of OTT services, in terms of content relevance and quality to customers. . 70 5.2.3 The relationship between social influence, and the behavioural intention to adopt OTT services over traditional subscription television. .......................................................................... 71 5.3 CONCLUSION ..................................................................................................................... 72 CHAPTER 6. CONCLUSIONS AND RECOMMENDATIONS ................................................... 73 6.1 INTRODUCTION ................................................................................................................ 73 6.2 KEY HILIGHTS FROM THE STUDY ................................................................................ 73 6.2.1 User-Friendliness as a key Driver of OTT .................................................................... 73 6.2.2 Usefulness of OTT services .......................................................................................... 73 6.2.3 Relationship between social influence and Consumer adoption of OTT services ....... 73 6.3 RECOMMENDATIONS FROM THE STUDY ................................................................... 74 6.3.1 Continuous Investment in User Interface ...................................................................... 74 6.3.2 Leverage Advanced Data Analytics and Machine Learning Techniques ..................... 75 6.3.3 Develop Targeted Social Media Marketing Strategies ................................................. 75 6.4 MANAGERIAL IMPLICATIONS ....................................................................................... 76 6.4.1 Strategic Adaptation to Changing Consumer Preferences ............................................ 76 6.4.2 Content Curation and Personalisation as Competitive Advantages .............................. 76 viii 6.4.3 Rethinking Monetisation Strategies .............................................................................. 77 6.4.4 Leveraging Social Influence and Community Engagement .......................................... 77 6.4.5 Infrastructure and Technological Investment ................................................................ 77 6.5 AREAS FOR FUTURE STUDIES ....................................................................................... 77 6.5.1 The Long-Term Impact of OTT on Traditional Television Business Models .............. 77 6.5.2 The Role of Artificial Intelligence and Data Analytics in OTT Personalisation .......... 78 6.6 CONCLUSION ..................................................................................................................... 78 APPENDIX A – PARTICIPANT INFORMATION SHEET ................................................................ 83 APPENDIX B – RESEARCH INSTRUMENT ................................................................................ 85 APPENDIX C – RESPONDENT CONSENT FORM ....................................................................... 87 APPENDIX D – ETHICS CLEARANCE CERTIFICATE ............................................................... 92 APPENDIX E – PLAGIARISM DECLARATION ........................................................................... 93 APPENDIX F – EDITING LETTER CONFIRMATION................................................................... 95 ix LIST OF FIGURES Figure 2-1: OTT platform provider in South Africa .................................................................. 9 Figure 2-2:Over-the-Top Streaming and Video-on-Demand .................................................. 15 Figure 2-3: Gross Houses Passed ............................................................................................ 18 Figure 2-4: The Digital Vortex ................................................................................................ 19 Figure 2-5: Technology Acceptance Model 2 ......................................................................... 25 Figure 2-6: Hypothesis development ....................................................................................... 30 Figure 3-1: The research ‘onion’. ............................................................................................ 36 Figure 3-2 Stages of planning a questionnaire ......................................................................... 42 Figure 4-1: Summary table of preferred OTT platform ........................................................... 53 Figure 4-2: Scree Plot .............................................................................................................. 61 x LIST OF TABLES Table 2-1: Literature review theoretical framework. ................................................................. 7 Table 2-2: Streaming Prices ..................................................................................................... 21 Table 2-3: Hypothesis framework ........................................................................................... 31 Table 4-1: Summary table of study .......................................................................................... 48 Table 4-2: Summary table of Age ............................................................................................ 48 Table 4-3: Summary table of Gender....................................................................................... 49 Table 4-4: Summary table of Level of Education .................................................................... 50 Table 4-5: Summary table of Province .................................................................................... 51 Table 4-6: Summary table of traditional television ................................................................. 51 Table 4-7: Summary table of preferred OTT platform ............................................................ 52 Table 4-8: Definition of constructs .......................................................................................... 53 Table 4-9: Descriptive statistics for OTTE .............................................................................. 54 Table 4-10: Descriptive statistics for OTTS ............................................................................ 54 Table 4-11: Descriptive statistics for OTTC ............................................................................ 55 Table 4-12: Descriptive statistics for OTTI ............................................................................. 55 Table 4-13: Summary Reliability Analysis for Constructs ...................................................... 56 Table 4-14: Reliability Analysis for OTTE Construct ............................................................. 57 Table 4-15: Inter-Item Correlation Matrix ............................................................................... 57 Table 4-16: Reliability Analysis for OTTS Construct ............................................................. 57 Table 4-17:Inter-Item Correlation Matrix (OTTS) .................................................................. 58 Table 4-18: Reliability Analysis for OTTC Construct ............................................................ 58 Table 4-19: Inter-Item Correlation Matrix (OTTC) ................................................................. 58 Table 4-20: Reliability Analysis for OTTI Construct .............................................................. 59 Table 4-21 :Inter-Item Correlation Matrix (OTTI) .................................................................. 59 Table 4-22: KMO and Bartlett's Test ....................................................................................... 60 Table 4-23: Total Variance Explained ..................................................................................... 61 Table 4-24: Rotated Component Matrix .................................................................................. 62 Table 4-25: Total variance analysis ......................................................................................... 63 Table 4-26: Pearson Correlation .............................................................................................. 64 Table 4-27: H1a, H1b, H1c Model summary .......................................................................... 65 Table 4-28: H1a, H1b, H1c ANOVA ...................................................................................... 65 xi Table 4-29: H1a, H1b, H1c Coefficients ................................................................................ 65 Table 4-30: H2a Model summary ............................................................................................ 66 Table 4-31: H2a ANOVA ....................................................................................................... 66 Table 4-32: H2a Coefficients .................................................................................................. 66 Table 4-33: H3a, H3b Model summary .................................................................................. 67 Table 4-34: H3a, H3b ANOVA ............................................................................................... 67 Table 4-35: H3a, H3b Coefficients .......................................................................................... 67 Table 4-36: H4 Model summary .............................................................................................. 68 Table 4-37: H4 ANOVA .......................................................................................................... 68 Table 4-38: H4 Coefficients..................................................................................................... 68 xii LIST OF ACRONYMS AI Artificial Intelligence DE Digital Experience DSTV Digital Satellite Television EMS Economic and Management Sciences FWA Fixed Wireless Access ICASA Independent Communications Authority of South Africa IP Internet Protocol MCSA MultiChoice South Africa OTT Over-the-Top SABC South African Broadcasting Corporation SPSS Statistical Package for the Social Sciences TV Television VOD Video-on-Demand PaaS Platform as a Service SaaS Software as a Service SMM Social Media Marketing SVOD Subscription Video On Demand TAM2 Technology Acceptance Model 2 CHAPTER 1. INTRODUCTION AND BACKGROUND OF THE STUDY 1.1 INTRODUCTION Chapter one presents and discusses the background of the study, outlining the problem statement and the rationale behind it. This chapter also details the research objectives, research questions, significance of the study, and its limitations and delimitations. 1.2 BACKGROUND OF THE STUDY OTT platform have become immensely popular among youth in South Africa, who spend significant amounts of time watching shows across various platforms that cater to their preferences. Platforms like Showmax, DSTV streaming, Netflix, Amazon Prime, and YouTube are highly watched among youth. An increasing number of television viewers are adopting over-the-top (OTT) TV services to stream television content online. These services disseminate online content via the Internet or other IP-based transmission pathways. In Africa, access to the internet and digital technologies is expanding, but it still lags behind the global average. Despite these challenges, the continent's digital economy shows immense potential and is projected to reach $180 billion by 2030 (Charter Project Africa, 2022). This growth is driven by increasing mobile connectivity, innovative digital solutions, and a young, tech-savvy population eager to embrace new technologies. Investing in digital infrastructure, education, and policies that foster innovation will be crucial to realising this potential and bridging the digital divide (Charter Project Africa, 2022). Due to enhanced accessibility, greater availability, and the increasingly affordable nature of broadband data, Generation Z is increasingly adopting online streaming platforms. This trend is driven by their desire for on-demand access to content tailored to their preferences and schedules. The latest technological improvements have also contributed to the growth of the video-on-demand market. Bower and Christensen (1995), describe the phrase "disruptive technology" as new technologies that differ from existing ones by targeting previously underserved market segments. This concept is readily observable in the paradigm shift towards on-demand content consumption models, where new technologies have transformed traditional viewing habits. In Africa most of the OTT providers are not able to grow the market due to 2 global players like Netflix. Furthermore, consumers who were previously subscribers of pay TV platforms such as cable and satellite have been transitioning to OTT services, selecting them as their primary video platform. Meanwhile, some subscribers opted to downgrade from premium to regular pay TV packages (Banerjee et al., 2014). In the Middle East STARZPLAY's one of the OTT provider, business strategy was tailored to cater to the diverse interests and payment choices of families in the region, which allowed it to increase its subscriber base quickly. The company's success continued even after well-funded domestic enterprises and global giants such as Netflix entered the market. Disney, Paramount, and HBO were among the big American studios in discussions with local operators about possible agreements at the time of the lawsuit (Elie, 2021). Recognising South Africa's integration into global shifts in the television broadcasting sector, the Group CEO of MultiChoice voiced apprehensions over the perceived regulatory disparity favouring OTT TV service providers. This circumstance, highlighted in the same source, inhibits competition, prompting MCSA to urge the Independent Communications Authority of South Africa (ICASA) to enact industry regulations (Nokuphiwa and Robertson, 2020). There have been various claims that the number of subscribers to traditional pay-TV services and the adoption of over-the-top (OTT) TV services are connected. The purpose of this study is to investigate the effects of Over-the-Top (OTT) on subscription television providers in Africa. Analyse the competition within the video platform market and to derive implications for both OTT service providers and traditional pay TV platform providers. Achieving this objective will offer valuable insights for practical applications and contribute to academic discourse, particularly through the analysis. The history of OTT platforms dates back to the early days of the internet, when companies began experimenting with delivering video content online. In the 1990s, RealNetworks introduced RealPlayer, a streaming media player that enabled users to watch video content over the web (Bharat, 2023). According to Duhamel (2021), growth in the entertainment and media industries has resulted in the establishment of new organisations OTT services, which have the potential to significantly threaten the subscriber demographic of traditional television service providers. The average number of mobile devices per person globally has increased, these devices are the primary means of internet-based entertainment and communication. The evolving global media and entertainment landscape necessitates service providers to strategically reassess their positioning for sustained competitiveness. By prioritising subscriber 3 needs, enhancing digital strategies, and refining business models, providers can effectively retain and attract subscribers through emerging digital platforms (Bonnet & Westerman, 2021). The majority of people in Africa have access to the internet, and as over-the-top (OTT) content continues to improve, this is altering the way people watch television material. According to Junghwan et al. (2016), "Mobile" and "Internet" are key components of the new media ecosystem. In February 2019, nearly 144 million people spent a total of 362 million hours on an OTT platform. Of this time, 87% was spent on smartphones and 13% on desktops (Suman et al, 2019). The rise of the Internet has significantly impacted traditional media, altering consumer media usage patterns. Additionally, the widespread adoption of mobile devices such as smartphones and tablets has enabled consumers to access unlimited content anytime and anywhere. Significant global shifts, including those in South Africa, have propelled OTT TV service providers such as Netflix, YouTube Premium, Amazon Prime, Black, and Showmax to prominence. These platforms are disrupting the television broadcasting industry, transforming how audiences consume content and expanding viewer options (Nokuphiwa & Robertson, 2020). Today, OTT platforms are an integral part of the entertainment industry, offering viewers a diverse range of on-demand content. The popularity of these platforms is expected to continue growing, with more companies launching streaming services and an increasing number of subscribers. Content openness, cost, and lack of technological readiness are emerging as major barriers to the adoption of OTT services. People prefer to watch OTT videos on mobile phones rather than smart TVs, laptops, or tablets, as mobile phones offer higher personalisation Suman et al (2021). This is one of the primary reasons viewers are switching from traditional television channels to OTT video platforms. A key driver for the increasing market share of OTT video platforms is the penetration of mobile computing devices. China has emerged as one of the key drivers in technology and the growth in OTT platforms. America and China have shifted away from traditional television broadcasting services to OTT services. China OTT company Mongo television has increased its subscriber base to 62.6 million subscribers. With evolving trends of global media and entertainment market dynamics are driving the need for African vendors or operators like Multichoice to redefine their market positioning to drive growth and maintain competitiveness in South Africa’s markets. 4 1.3 PROBLEM STATEMENT According to Eeden and Chow (2018), the media and entertainment industry in broadcasting is undergoing rapid transformation, fuelled by internet accessibility, new device adoption, big data analytics, and the emergence of platform-based businesses tailored to technology savvy subscribers. Traditional broadcasting, such as satellite organisations, struggle to predict customer behaviour, effectively market products to customers, and generate targeted content. Customers prefer subscribing to a limited number of channels, focusing on specific genres or viewing times, seeking maximum value for their money. There's a noticeable shift in the TV industry as subscribers increasingly opt for OTT platforms. In Africa satellite subscription and free-to-air TV remain the predominant means for subscribers to access television content. Subscribers wants to choose selected programs at their convenience, departing from traditional subscription services. According to Lai Lin (2023), as of June 2021, Mango TV's mobile app had garnered approximately 209 million monthly active users in China. Nearly 74% of the new users acquired by Mango TV that month were female. This Chinese subscription OTT service provider is renowned for its exclusive reality shows that have gained significant popularity among female TV audiences, such as "Sisters Who Make Waves" and "Your Face Sounds Familiar." As the population is growing in Africa there is significant growth of OTT platform and achieve the same customer base as Mango TV in China. With the evolving landscape of the global media and entertainment industry, South African service providers like MultiChoice must adapt their market positioning to drive growth and maintain competitiveness. According to Broeck et al (2008), the evolving broadcasting model necessitates new business strategies that integrate telecom companies, content producers, content aggregators, and broadcasting firms to be able to stay competitive. Television content consumption has changed from traditional consumption to OTT subscription services. Given this background this study aims at investigating the clear effects of Over-the-Top on subscription television providers in South Africa. 1.4 AIM OF THE STUDY: This study aims to investigate the clear effects of Over-the-Top on subscription television providers in South Africa. This study focused on customer behaviour and switching from 5 traditional subscription TV services to OTT platform services. Currently in Africa there is no study that has been conducted to fully understand this customer behaviour. 1.5 RESEARCH OBJECTIVES: The problem statement as well as this primary objective were attained by:  Examining the user friendliness and benefits of using OTT platforms to customers  Investigating the usefulness of OTT services, in terms of content relevance and quality to customers.  Examining the influence of social factors on the adoption of OTT services over traditional subscription television. 1.6 RESEARCH QUESTIONS The research objectives presented above were addressed by answering the following research questions:  How do perceived ease of use and perceived benefits influence customer adoption of Over-the-Top (OTT) platforms?  How do consumers perceive the usefulness of Over-the-Top (OTT) services in terms of content relevance and quality?  What is the influence of social factors on the adoption of OTT services over traditional subscription television? 1.7 SIGNIFICANCE OF THE STUDY: Researching OTT platforms in South Africa is crucial for gaining insights into customer behaviour, market dynamics, economic impacts, regulatory challenges, technological advancements, cultural influences, industry growth, investment opportunities, consumer protection, and international benchmarks. This comprehensive understanding will provides significant benefits for stakeholders in the media and entertainment sectors by helping media companies refine their content strategies to align with consumer preferences, assisting businesses in identifying opportunities for growth and innovation, and informing policymakers on the development of balanced regulations that support industry expansion while ensuring consumer protection. Additionally, the study enhances strategies for customer acquisition, engagement, and retention, enabling service providers to build long-term relationships with their audiences. Furthermore, traditional broadcasters can leverage these insights to adapt their offerings and remain competitive in the evolving digital streaming landscape. By providing a 6 data-driven understanding of industry trends, this research supports informed decision-making, service optimisation, and sustainable growth in South Africa’s media and entertainment sector. This study will assist in answering the main research objective which is to investigate the clear effects of Over-the-Top on subscription television providers in South Africa and how these organisations can leverage OTT platform to remain competitive. Furthermore, this study will have an academic contribution regarding insights on how customer preferences and habits are changing towards television subscription in South Africa, hence allowing the policy makers to analyse the opportunities and regulatory obstacles that OTT and subscription TV face. 1.8 LIMITATIONS OF THE STUDY This study focused on a subset of customers and as such it introduced sampling biases, leading to results that are not representative of the entire population. This was addressed by ensuring that data collection methods were consistent across all sampled customers to avoid systematic errors or biases in data gathering. The study also catered for different segments or demographics such as age groups, gender and ethnic groups within South Africa this ensured that the sample included representative proportions from each stratum. 1.9 DELIMITATION OF THE STUDY The study was restricted to the South African market, it did not include data from other African or international regions. This focus made it possible to analyse customer behaviour, regulatory environments, and local market dynamics in great length. This study covered a period from August 2023 to February 2025 and it included recent development and trends. 1.10 CONCLUSION This chapter concludes with a comprehensive exploration of the background focusing on clear effects of Over-the-Top on subscription television providers in South Africa. The chapter provided foundations by summarising the study research objectives, research questions, and understanding the significance of this study. 7 CHAPTER 2. LITERATURE REVIEW 2.1 INTRODUCTION This chapter examines existing literature published by other authors to explore how subscribers access and engage with media from various services on a daily basis. This literature review investigate and analyse the discernible impacts of OTT platforms on subscription television providers specifically within South Africa. By synthesising existing research, empirical studies, and theoretical frameworks, the review seeks to uncover insights into how OTT services have reshaped the competitive landscape, influenced viewer preferences, and prompted strategic shifts among traditional television providers. 2.2 LITERATURE REVIEW SCOPE The below literature review will identify gaps in existing research, contextualise global trends to the South African environment, and establish the theoretical and practical significance of the study. It will also help frame the research questions and methodology. Table 2-1: Literature review theoretical framework. Source: Compiled by the Author, 2024 8 2.3 EASE OF USE OF OTT PLATFORMS 2.3.1 Overview of OTT platforms and their evolution Technology is crucial for business success, playing a pivotal role in determining the outcomes of an organisation and its business-level strategy. According to Tanya and David (2014), the rapid advancement of technology is filled by innovation, driven by entrepreneurs who constantly push the boundaries of current limitations. As new frontiers are explored, older technologies become obsolete, and any competitive edge gained is short-lived. Technological breakthroughs can either lead to the decline of certain industries or pave the way for the emergence of new opportunities. The internet presents numerous vulnerabilities, making online transactions potentially unsafe due to the accessibility of a large number of users. OTT platforms are internet-based services that deliver media content (video, audio, etc.) directly to consumers, circumventing traditional distribution methods like cable or satellite television. These platforms provide consumers with the flexibility to access content on-demand across a range of devices, including smartphones, tablets, smart TVs, and computers According to Dhiman (2023), previous studies on Over-the-Top (OTT) platforms highlight their disruptive impact on the entertainment industry, offering a global platform for flexible viewing experiences and diverse content libraries. The growing popularity of OTT services, such as Netflix and Amazon Prime Video, is attributed to their cross-platform compatibility and inclusion of localised content. However, challenges such as content fragmentation and legal disputes over the use of profanity underscore the importance of balancing creative freedom with responsible content distribution. Li, X. (2023) argue that Netflix has transformed from a DVD rental service into a global streaming giant, with a market valuation exceeding $200 billion. The company has significantly reshaped consumer behaviour and redefined how audiences engage with content worldwide. According to Nokuphiwa and Robertson (2020), the global media landscape, including in South Africa, has undergone significant transformation with the rise of OTT TV service providers such as DStv streaming, Netflix, YouTube Premium, Amazon Prime, Black, and Showmax. These platforms are disrupting traditional television broadcasting, reshaping content consumption patterns, and offering viewers greater flexibility and choice. Staff (2023), argue that mobile operators can play a significant role in driving OTT services on the African continent. The paid OTT market in the region is experiencing robust growth. Subscriber 9 numbers for OTT services surged 22% between 2021 and 2022 and are projected to exhibit a 62% increase by 2028 A summary of OTT platform provider in South Africa as listed in Figure 2-1. As competition intensifies, platforms are likely to focus on enhancing user engagement, expanding into untapped markets, and balancing quality content with affordable pricing models. Figure 2-1: OTT platform provider in South Africa Source: Compiled by the Author, 2024 Evens (2018), explains that the entertainment industry is undergoing a rapid digital transformation, a key focus of numerous studies. The emergence of Over-the-Top (OTT) platforms has significantly disrupted traditional content distribution models, enabling viewers to access a vast array of content, including movies, TV shows, and documentaries, via the internet. This digital transformation has fundamentally reshaped consumer media consumption patterns. 2.3.2 Ease of use as a Key factor According to Shaik and Viswanatha (2024), the digital revolution has profoundly reshaped media and entertainment consumption. Over-the-Top (OTT) platforms have emerged as a cornerstone of this transformation, providing a diverse content library encompassing movies, TV shows, user-generated videos, and live streaming, all delivered via the internet. Leveraging their inherent flexibility and convenience, OTT platforms have disrupted traditional cable and satellite television services, empowering users with the ability to personalise their viewing experience and access content on-demand. According to Suman et al. (2021), Fuelled by rapid technological advancements, the proliferation of smartphones, and the growing availability of affordable internet access, Over-the-Top (OTT) media services have witnessed a surge in popularity. OTT platforms empower users with the freedom to enjoy a vast library of TV series, movies, and other content on-demand, tailoring their viewing experience to their convenience. 10 In the study by Bhullar et al. (2020), Analysis revealed that content quality and user interface significantly influence OTT adoption rates. Amisha et al (2021), argue that OTT platforms empower viewers with the flexibility to enjoy a diverse content library, including shows, series, and movies, across various devices and locations. This on-demand accessibility fosters a convenient and personalised viewing experience. Consumers are increasingly willing to invest in premium subscriptions that grant them the privilege of accessing content anytime, anywhere, aligning with their evolving entertainment preferences. Ease of use plays a pivotal role in the success and adoption of Over-the-Top (OTT) platforms. Consumers are increasingly drawn to platforms that offer seamless, intuitive, and user-friendly experiences, as these aspects significantly enhance satisfaction and engagement. 2.3.3 Consumer Perception of Benefits According to Shilpa and Kumal (2021), a study titled 'A Study of Consumers of OTT Platforms in India' revealed that OTT platforms emerged as the preferred source of entertainment for viewers during the pandemic. The research investigated the impact of OTT on customer satisfaction and the factors driving user adoption. Notably, the study found a preference for OTT services among viewers under 30. The findings support the notion that OTT platforms provided a superior entertainment solution during the pandemic. This dominance can be attributed to factors like high-quality audio-visual content suitable for diverse audiences, including children, and the inherent convenience offered by OTT platforms. The research suggests that users have significantly increased their OTT consumption, exceeding five hours of viewing time. According to Nielson (2014) and Lee (2020), the study found that over 70% of OTT subscribers demonstrate a propensity for binge watching. This consumer behaviour underscores the critical role of content diversity in driving user preference for these platforms. These findings indicate a shift in consumer behaviour. Unlike the passive consumption of content traditionally associated with broadcast media, viewers now exhibit a strong preference for actively selecting and engaging with content. This trend underscores the growing importance of user agency and personalised viewing experiences in the evolving media landscape (Lee and Jeon, 2020). OTT platforms offer a high degree of personalisation, enabling consumers to tailor their viewing experience to individual preferences, lifestyles, and device usage. Personalisation, as defined by Wamba et al. (2017), refers to the extent to which consumers can customise OTT 11 services to their unique needs. This level of customisation empowers OTT users to access and enjoy desired content on-demand across a range of devices, as highlighted by Kim and Kim (2018). Consumers increasingly perceive OTT platforms as a transformative solution for media consumption. These perceptions are shaped by the tangible and intangible benefits offered by OTT services, which cater to evolving preferences for convenience, personalisation, and value. The rapid advancement of big data technology is profoundly impacting the media industry. By leveraging big data analytics, businesses can gain a significant competitive advantage, streamline operations, and cultivate deeper customer relationships. This data-driven approach necessitates a fundamental shift in the media industry, prioritising customer needs and preferences over traditional television. (Amanpreet, 2022), Big data encompasses datasets of unprecedented scale and complexity, exceeding the capabilities of traditional data processing methods. Effective management necessitates robust infrastructure with scalable design, efficient storage, and advanced analytical capabilities. By analysing vast and diverse data sources, organisations can uncover hidden patterns, identify market trends, understand customer preferences, and gain valuable insights to inform strategic decision-making. 2.3.4 Behavioural Drivers for Switching The competitive landscape of video content consumption has been reshaped by the rise of streaming giants such as Netflix, Hulu, and Amazon Prime, who have disrupted traditional cable providers by offering significantly larger content libraries (Lee and Lee, 2015). According to Po-Chien and Yu-Ping (2023), a key factor driving the shift in video consumption in Taiwan is audience perception. Viewers perceive traditional TV operators as offering limited content diversity, while recognising OTT platforms as providing a more flexible and diverse viewing experience. This shift in perception is evident across all user segments, including those utilising TV broadcast, IPTV, and other telecom services. According to Blake (2021), Content quality remains paramount in consumer subscription decisions. Viewers are discerning, unwilling to pay for content they do not intend to watch. This is reflected in Netflix's significant investment in original content, exceeding $13 billion in 2018, with approximately 85% allocated to original productions. This strategic focus on original programming has proven to be a key differentiator for the platform. Blake (2021), also argue that Netflix's online business model has facilitated the collection of extensive user data. Leveraging AI-powered algorithms, the platform delivers highly personalised 12 recommendations based on individual viewing history, preferences, ratings, and demographics. These recommendations are remarkably accurate, with Netflix reporting that 80% of user engagement originates from personalised suggestions. In an era of heightened customer expectations, Netflix serves as a benchmark for personalised experiences across all industries. Furthermore, Netflix demonstrates a strong commitment to continuous innovation. Consumers are increasingly migrating from traditional broadcasting to OTT platforms, driven by several behavioural and contextual factors. These drivers reflect shifting preferences in how audiences access, consume, and value media content. OTT subscriptions are often seen as more affordable compared to traditional pay-tv packages, especially with no installation fees or equipment costs. 2.3.5 Barriers to Switching Despite initial success, the OTT market is now characterised by intense competition, primarily driven by the entry of numerous multinational players (Sharma and Lulandala, 2023). This market saturation has increased customer acquisition and retention costs, exacerbated by low switching costs between platforms. Furthermore, rising subscription prices are straining consumer loyalty. To remain competitive, OTT platforms are increasingly focusing on content differentiation and personalisation strategies to cater to diverse viewer needs (Palomba, 2022). According to Jan (2024), the competitive landscape between fibre and 5G fixed wireless access providers is rapidly intensifying. As key players in both technologies invest heavily in expanding their coverage, a fierce battle for customer acquisition is underway. The rapid rollout of 5G technology presents a formidable challenge to fibre providers. This challenge is compounded by the diversion of significant investment towards mitigating the severe impacts of load shedding, battery theft, and vandalism, hindering fibre network expansion and impacting the ability of fibre providers to effectively compete. In South Africa the focus has been most in lucrative suburbs, where operators deploy fibre in streets another operator has already passed. Despite recent regulatory interventions aimed at reducing data prices, data costs in South Africa remain prohibitively high for many consumers. The State of ICT in South Africa report highlights that affordability remains a significant barrier to internet access, with data costs, lack of internet-enabled devices, and insufficient digital literacy cited as key factors. These 13 challenges are often intertwined with poverty, further exacerbating digital inequality (Tapiwa, 2020). While Over-the-Top (OTT) platforms offer numerous advantages, certain barriers may prevent consumers from fully transitioning from traditional TV services to OTT. These barriers often stem from technical, economic, behavioural, and contextual factors. In South Africa regions with low internet penetration, accessing OTT platforms remains a challenge. Some users, especially older demographics, may find traditional TV setups simpler and more familiar. 2.3.6 Impact of External Factors According to Hanna (2018), governments worldwide face challenges in establishing appropriate policies that align with emerging digital applications. The Department of Communications and Digital Technologies (2023), published a draft white paper proposing Over-the-top (OTT) video services such as Netflix, Prime Video, and Disney+ may soon be subject to stricter regulations in South Africa, potentially requiring them to obtain a license to continue their operations in the country. Currently, services like Netflix, Prime Video, and Disney+, are not required to possess an operating license in South Africa, unlike traditional services such as the South African Broadcasting Corporation and DStv. It is suggested that regulation is essential as it drives the development and implementation of informed policies, enabling governments to provide reliable ICT technologies to the public (Parcu and Silvestri, 2014). Regulation also aims to address challenges that may emerge in the ICT industry effectively. In Africa markets have different regulatory policies regulations have an impact on customer choice and market competitiveness. The growth and adoption of OTT platforms in South Africa are influenced by various external factors. Despite progress, challenges like inconsistent connectivity in rural areas and the cost of data bundles remain barriers for many users. Economic disparities in South Africa influence the affordability of OTT subscriptions. Lower income households may prioritise basic needs over entertainment services. 14 2.4 CUSTOMERS FIND OTT SERVICES 2.4.1 OTT Market Overview in South Africa According to Statista (2024), The Video-on-Demand market in South Africa is projected to generate US$338.70 million in revenue by 2025. The market is anticipated to exhibit a robust compound annual growth rate (CAGR) of 7.24% from 2025 to 2027, resulting in a projected market volume of US$389.50 million by 2027. Nokuphiwa and Robertson (2020), argue that consumer behaviour is undergoing a significant shift, with a growing trend towards cord- cutting – the abandonment of traditional pay-TV services in favour of OTT platforms. Furthermore, a substantial number of consumers are engaging in cord shaving, downgrading their premium pay-TV subscriptions to less expensive packages while concurrently subscribing to OTT services. Additionally, a segment of consumers, known as 'cord-nevers,' have never subscribed to traditional pay-TV and have directly adopted OTT services as their primary source of entertainment. According to Chen (2017), Consumer preferences are increasingly shifting towards short-form video content, readily accessible on portable devices. This preference is driven by the desire for convenient consumption, enabling viewers to enjoy content anytime, anywhere, such as while commuting. This shift empowers consumers with greater control over their viewing experiences. Daniels (2017), argue that viewers aged 18-24 exhibit diverse content consumption habits, utilising a range of devices including television sets, laptops, tablets, and smartphones. In contrast, older age groups, including those aged 55 and above, predominantly consume television content via traditional television sets. The OTT market has experienced exponential growth globally, driven by advancements in technology, shifting consumer behaviours, and a competitive landscape. The South African OTT market reflects global trends while presenting unique challenges and opportunities shaped by local dynamics. The South African OTT market is expanding due to increasing smartphone adoption, affordable internet packages, and localised content. Local players like Showmax and VIU have gained a competitive edge by offering regionally relevant programming. As show in Figure 2-2. The next wave of technological innovation is poised to revolutionise the landscape of streaming and on-demand content consumption, providing viewers with more personalised and engaging experiences. 15 Figure 2-2:Over-the-Top Streaming and Video-on-Demand Source: Ruether (2021) 2.4.2 Content Relevance According to Madhu and Abdul (2024), OTT platforms empower viewers with the flexibility to access a vast library of content on-demand across a range of internet-enabled devices, enabling anytime, anywhere viewing. This shift from scheduled programming to personalised, on-demand streaming has fundamentally transformed consumer entertainment habits, presenting both challenges and opportunities for consumers and industry stakeholders. Madhu and Abdul (2024), argue that the production of original and exclusive content has become a cornerstone strategy for OTT platforms. Platforms such as Netflix and Amazon Prime Video invest heavily in developing high quality, unique content to attract and retain subscribers. This strategic focus on original content has not only intensified competition within the OTT market but has also revolutionised the content creation industry. According to Statista (2024), given South Africa's diverse population with multiple languages and cultures, OTT Video platforms are strategically adapting their content offerings to cater to this diversity. By providing content in various languages and genres, these platforms effectively attract a wider audience and cater to the specific preferences of South African viewers. Moreover, underlying macroeconomic factors play a crucial role in shaping the development of the South African OTT Video market. Content relevance is a critical factor driving consumer engagement, retention, and satisfaction with OTT platforms. In the context of South Africa, where diverse cultural, linguistic, and 16 social preferences exist, the ability to provide meaningful and localised content determines the success of OTT platforms. Content that resonates with local customs, traditions, and values strengthens audience connection. 2.4.3 Content Quality OTT platforms have experienced remarkable global growth in recent years (Chang & Chang, 2020). According to Singh et al. (2021), this surge in popularity can be attributed to several key factors, including the ability of OTT platforms to offer exclusive, high-quality content that significantly exceeds the quality and diversity of traditional television viewing experiences. Furthermore, Sudhir & Rao (2021), argue that technological advancements and improvements in internet infrastructure have played a crucial role in driving this rapid growth. Nkosinathi (2024), argue that a significant drawback of the increasingly fragmented market is the viewer experience. Consumers often find themselves navigating a complex ecosystem of streaming platforms, facing the challenge of subscribing to multiple services to access all the content they desire. Content quality is a critical factor that determines the success and consumer appeal of OTT) platforms. It directly influences user satisfaction, subscription rates, and audience retention. In South Africa, where the OTT market is becoming increasingly competitive, platforms must prioritise high-quality content to meet diverse consumer expectations. High-quality content is a major driver of initial subscriptions, particularly for platforms offering exclusive or original programming. 2.4.4 Consumer Perceptions of Usefulness According to a study that was conducted by Mark and Loredana (2021), individuals' perceptions of usefulness and ease of use were strong predictors of their intentions to utilise online streaming services. Moreover, participants reported seeking emotional gratifications from these technologies, such as distraction and relaxation during leisure time. These findings highlight the importance of user experience and emotional gratification in driving the adoption of online streaming services. The perceived usefulness of OTT platforms plays a significant role in driving adoption and continued usage. Consumers assess usefulness based on the platform's ability to meet their entertainment needs, provide value, and align with their preferences and lifestyles. In South 17 Africa, these perceptions are influenced by factors such as accessibility, content relevance, cost, and technological infrastructure. User-friendly interfaces and AI-driven recommendations simplify content discovery, increasing satisfaction. 2.4.5 Impact of Internet Connectivity and Affordability According to Darrell (2015), numerous barriers impede internet access for a significant portion of the global population, particularly in developing countries. These barriers include poverty, high costs associated with devices, data, and telecommunications, infrastructure limitations, digital literacy challenges, and policy and operational constraints. Financial constraints, including limited disposable income, pose a significant obstacle to internet access. This limits the ability of individuals to acquire devices and afford digital services. A Deloitte study emphasises that income levels are a key determinant of internet penetration, with lower GDP per capita often correlating with lower internet access rates. Unless individuals can access free or low-cost digital services, they will be unable to fully participate in the benefits of the digital revolution. Data charges remain a significant financial burden for many users. The escalating costs of data consumption, particularly driven by the increasing demand for video services, are likely to persist in the near future. According to Tapiwa (2020), research ICT Africa's Retail African Mobile Pricing (RAMP) Index reveals that South Africa ranks 33rd out of 46 African countries in terms of data affordability per gigabyte (GB) as of Q1 2020, indicating a relatively poor performance compared to other African nations. It's important to acknowledge that recent reductions in mobile tariffs were primarily driven by the Competition Commission's Data Services Market Inquiry, rather than a philanthropic response to the COVID-19 pandemic, as one would not expect altruistic behaviour from mobile network operators. Darrell (2015), argue that in countries such as Mexico, South Africa, Bangladesh, Malaysia, and Brazil, taxes on mobile broadband services create a significant barrier to internet access. These "connectivity taxes" increase the cost of mobile services, particularly impacting underserved communities where affordability is a critical concern. High taxation hinders internet adoption by making it challenging for individuals to afford the necessary devices and services. 18 Internet connectivity and affordability are critical factors influencing the adoption, usage, and growth of OTT platforms. In South Africa and globally, these elements play a pivotal role in shaping consumer experiences and perceptions of OTT service. In South Africa urban areas have relatively better access to high-speed internet (fibre and LTE), enabling seamless OTT streaming while in rural areas face challenges due to limited broadband infrastructure, reducing the accessibility of OTT services. In South Africa according to a study by Jan (2024), it revealed that the most notable growth in recent years has occurred in metro suburbs beyond primary cities, as well as in secondary cities and numerous smaller towns. As it shown on figure 2.4. Figure 2-3: Gross Houses Passed Source: MyBroadband (2024) 2.4.6 Comparison with Traditional TV in South Africa The television industry emerged as a dominant force in mass communication, succeeding the print media era. This was achieved through centralised broadcasting, enabling viewers to receive media content directly in their homes via television sets. According to Baccarne et al. (2013), for decades, the broadcasting process remained largely unchanged. Broadcasters acquired content from producers or developed their own content, packaging it for distribution on their branded channels or through third-party channels. This content was then transmitted to viewers via various technologies, including analogue and digital radio waves, satellite, and cable. 19 Conventional subscription-based TV providers must adhere to strict broadcasting regulations, which are governed by national policies and legislation. As outlined by ICASA (1999), the Broadcasting Act requires broadcasters to support industry advancement and societal progress by investing in content creation, ensuring the equitable and effective use of broadcasting resources, and fulfilling additional responsibilities. These regulatory obligations ultimately lead to operational expenses. The media and entertainment sector occupies a central position in this period of rapid industry flux as it shown on Figure 2-4 Characterised by the dissolution of existing industry boundaries and the emergence of new, interconnected ecosystems. Figure 2-4: The Digital Vortex Source: Global Centre for Digital Business Transformation (2016) The perceived benefits of OTT services are driving a significant shift in consumer behaviour, with technologically savvy subscribers increasingly opting out of traditional TV subscriptions (Park & Kwon, 2019). This decision is often driven by financial considerations, as consumers evaluate the increasing cost of traditional TV subscriptions against the cost-effectiveness of OTT services. OTT services typically offer competitive pricing with minimal setup costs, leveraging existing consumer devices for content consumption (Kim et al., 2016). According to Rubenking et al. (2018), traditional linear TV subscriptions are facing increasing subscriber dissatisfaction due to frequent advertisements, repetitive content, and limited 20 viewing options. Viewers are frustrated by the inability to easily access desired content, often requiring extensive channel surfing. In contrast, Video-on-Demand (VOD) services empower viewers with the ability to select content from a diverse range of genres and enjoy it across multiple devices via the internet. The rise of OTT platforms has fundamentally altered the television landscape in South Africa, presenting both competition and alternatives to traditional TV services. While both forms of media delivery aim to provide entertainment, they differ significantly in terms of accessibility, content delivery, consumer preferences, and cost structures. Below is a comprehensive comparison of OTT platforms and traditional TV in the South African context. 2.5 UNDERSTANDING HOW USEFUL CUSTOMERS FIND OTT SERVICES 2.5.1 Overview of OTT content offering in South Africa Thinus (2020), argue that the South African television viewing landscape has become significantly more complex in 2020. This complexity is further compounded by the anticipated local launches of HBO Max and The Walt Disney Company's Disney+ streaming services, both of which have yet to enter the South African market. Viewers are confronted with an increasingly fragmented media landscape, characterised by a proliferation of streaming services, each offering its own extensive content library. This complex environment is further compounded by the evolution of traditional pay-TV services, which are increasingly integrating SVOD offerings. This escalating complexity presents a significant challenge for consumers, who are increasingly overwhelmed by the sheer number of options, struggling to make informed decisions regarding content availability, subscription costs, and the overall value proposition of each service. Ironically, after years of consumer criticism regarding MultiChoice's DStv as the dominant player in the pay-TV market, the industry has undergone a significant shift. MultiChoice previously served as a one-stop shop, acquiring a substantial portion of Hollywood studio content and offering it to viewers as a comprehensive bundled package. However, consumers now find themselves in a more fragmented market, where they must navigate a multitude of streaming services to access their desired content, effectively creating their own "bundles" at a potentially higher cost (Thinus, 2020), Park and Kwon (2019), identify several key advantages associated with OTT services. 21 These include reduced content distribution costs, enabling smaller producers to reach a wider audience. Furthermore, OTT platforms facilitate the collection of real-time viewer feedback, such as comments, reviews, and ratings, enabling service providers to proactively implement adjustments to enhance subscriber satisfaction. These advantages provide a significant competitive advantage over traditional subscription television (Park & Kwon, 2019). According to Vivek et al (2023), OTT enables content providers and streaming platform owners to collect precise information about their audience, including demographics such as age groups and interests. This data empowers them to customise their content offerings to appeal to diverse target audience effectively. South Africa’s OTT market has seen significant growth, with platforms catering to diverse audience preferences through a variety of content offerings. The landscape is shaped by a mix of international giants, regional players, and niche services focusing on localised content. Nkosinathi (2024), argue that streaming services generally offer a more cost-effective alternative to traditional satellite subscriptions. However, the fragmented nature of the streaming market presents a significant challenge for consumers. Viewers frequently encounter the dilemma of subscribing to multiple platforms to access their desired content, as no single platform offers a comprehensive content library, leading to increased overall entertainment expenses. Table 2-2 display all streaming services available and how much it can cost. Table 2-2: Streaming Prices Source: We Build South Africa’s ultimate streaming package (2024) 22 2.5.2 Consumer expectations and preference According to Kailash et al. (2024), OTT services provide consumers with unprecedented flexibility, offering access to a massive library of content on-demand. This aligns perfectly with modern viewing behaviours, where consumers prioritise the freedom to choose when, where, and how they consume content, empowering them to take control of their viewing experience. Kailash et al. (2024), argue that a key differentiator in OTT streaming is the consumer demand for personalised experiences. Advanced data analytics and algorithmic analysis enable platforms to analyse user behaviour and preferences, facilitating the delivery of highly customised content recommendations. This focus on personalisation enhances the viewing experience, improving content discovery and ensuring a more enjoyable and engaging viewing experience for users. Consumer decision-making regarding subscription services is characterised by a careful evaluation of the balance between price and the perceived value of the content offered. To effectively cater to the diverse financial interests of their user base, providers differentiate themselves through a range of subscription packages, competitive pricing strategies, and the inclusion of exclusive content to enhance the overall value proposition for subscribers (Kailash et al., 2024), According to Choudury et al. (2020), the core value proposition of a subscription service centers on providing subscribers with exclusive benefits that are not readily attainable through alternative means, such as ongoing access to products and services and reduced time and effort expended on purchasing activities. Healy et.al. (2017), argue that a customer-centric approach is essential for a successful business model. Companies must prioritise consumer perceptions and interactions at every touchpoint to ensure a positive and engaging customer experience. The value proposition is a multifaceted concept encompassing various elements that deliver unique benefits and address specific consumer needs. Osterwalder & Pigneur (2010), argue that an effective way to deliver a value proposition is by providing an attractive pricing model. Understanding consumer expectations and preferences is essential for OTT platforms to attract and retain users. These insights drive platform strategies, from content creation to user experience optimisation. 23 2.5.3 Perception of content quality According to Joyeeta et al. (2024), customer satisfaction with OTT platforms is influenced by a range of factors, including available viewing space, usage time, content quality, and preferred device usage. Demographic factors, such as age group, occupation, city of residence, and income level, exert a significant influence on the utilisation of OTT platforms. The majority of OTT services operate on a subscription-based model, offering limited free content while requiring a monthly subscription fee for access to premium content. Unlike non-OTT outlets like cable TV, content from OTT platforms can be accessed on the go. OTT videos and audio can be viewed not only on TVs but also on internet-connected devices such as PCs, laptops, and mobile devices. Additionally, some gaming consoles also support OTT streaming (Vivek et al, 2023). Compared to traditional media, content on OTT platforms is perceived as more creative, unique, innovative, and accessible. Additionally, customers subscription is often cheaper to access a variety of content (Vivek et al, 2023). Content quality is a critical factor influencing customer satisfaction and loyalty to OTT platforms. Customers evaluate content quality based on various dimensions, which shape their perception and determine their preference for specific platforms. Unique and original content, such as Netflix Originals (Blood & Water) or Showmax exclusives (The Wife), is a major draw for customers. Consumers value exclusivity, which differentiates one platform from another. 2.5.4 Accessibility and Affordability of content Jose (2020), argue that the emergence of Over-the-Top (OTT) platforms has significantly intensified competition among content creators and technology firms. This heightened competitive environment has resulted in a decrease in the cost of content and services, making high-quality content more readily accessible to consumers. According to Gupta (2020), furthermore, increased competition within the streaming market has resulted in a substantial increase in the number of available services, providing users with a more diverse range of content options. Moreover, the intensified competition has spurred the development of more sophisticated technologies, leading to a significant enhancement of the user experience. According to Vivek et al. (2023), in the Indian market, OTT content producers are actively exploring a range of monetisation strategies. While advertising currently serves as the primary revenue stream for many platforms, efforts are underway to develop compelling product and 24 service offerings with the aim of incentivising free users to upgrade to premium subscriptions. Vivek et al. (2023), argue that OTT platform content is frequently perceived as exhibiting greater creativity, uniqueness, and innovation compared to traditional media offerings. Furthermore, a significant portion of content available on OTT platforms can be accessed without a subscription, offering viewers greater flexibility and affordability compared to traditional subscription-based models. Vivek et al. (2023), clarify that to effectively cater to the growing customer base on Over-the- Top (OTT) platforms, production companies and film studios are strategically developing content specifically for these platforms. This shift enables viewers to stream content that was previously exclusively available through traditional television channels, mirroring the successful model of platforms such as Disney+. Accessibility and affordability are pivotal in driving the adoption and sustained use of OTT platforms. These factors determine how easily users can access content and whether it aligns with their financial means, especially in cost- sensitive markets like South Africa. 2.6 RELATIONSHIP BETWEEN SOCIAL INFLUENCE AND THE BEHAVIOURAL INTENTION 2.6.1 Theoretical Frameworks The Technology Acceptance Model 2 was Applying TAM2 to investigate the effects of Over- the-Top services on subscription television providers in South Africa will help to understand a broader range of factors influencing consumer adoption as seen below on Figure 2-5. The Technology Acceptance Model 2 (TAM2) offers a valuable framework for managers to understand user perceptions and acceptance of technology. This model, depicted in Figure 2-5 integrates perceived usefulness and functional goals with social influences and subjective structural processes to provide a comprehensive understanding of user behaviour. 25 Figure 2-5: Technology Acceptance Model 2 Source: Venkatesh and Dacis (2000) According to Mei-Ying et al. (2011), the Technology Acceptance Model 2 (TAM2) incorporates the influence of subjective norms, voluntariness, and image on user acceptance. The intricate interplay among these constructs constitutes a significant determinant of user acceptance or rejection of innovative systems. Furthermore Mei-Ying et al (2011), explain that TAM 2 proposes that subjective norm, defined as an individual's perception of social pressure to perform or refrain from a specific behaviour, plays a crucial role in mediating social influence processes. This concept is consistent with the Theory of Planned Behaviour, which also acknowledges the significant impact of subjective norms on individual behaviour. According to Seyed et al. (2011), the TAM2 model incorporates a range of factors, including subjective norms, image, voluntariness, and experience, as well as perceptual factors such as job relevance, output quality, and result demonstrability. Within this framework, subjective norm exerts a significant direct influence on perceived usefulness and an indirect influence on the intention to utilise the technology. The TAM2 represents an extension of the original Technology Acceptance Model (TAM), incorporating the crucial factor of social influence. This refinement allows for a more nuanced and comprehensive understanding of the factors influencing perceived usefulness and user acceptance (Seyed et al., 2011). 26 The TAM2 extends the original TAM by incorporating additional factors such as social influence and cognitive instrumental processes to better understand technology adoption. Applying TAM2 to OTT platforms provides insights into the factors influencing consumer acceptance and use of these services. The TAM2 provides a robust framework for understanding and enhancing the adoption of OTT platforms. By focusing on perceived usefulness, ease of use, and social influences, while simultaneously addressing the unique challenges of the local market, OTT providers can optimise their strategies to effectively attract and retain a loyal user base in the competitive and dynamic OTT market. 2.6.2 Social influence and consumer perception According to Dzaa et al. (2022), Social influence has been recognised as a crucial factor within the diffusion of innovations literature. Support from significant others exerts a significant influence on potential adopters, as individuals tend to align their attitudes, behaviours, and beliefs with their social context. Innovation inherently involves a degree of uncertainty regarding its potential impact on potential adopters. This inherent uncertainty can create discomfort among potential users, prompting them to seek social validation by interacting with their social networks to discuss adoption decisions, influenced by social and normative factors (Dzaa et al., 2022). Stafford et al. (2004) highlighted the significant influence of close contacts and respected individuals on adoption decisions. Potential adopters are heavily influenced by the adoption experiences and opinions of those whose opinions they value. According to Geurin & Burch (2017), Studies have demonstrated that social media followers are not merely passive recipients of promotional messages. Rather, they actively participate in the creation of shared meaning around products through their interactions within the social network. According to Ferreira (2020), OTT services, including Showmax, DSTV streaming and Netflix, remain competitive in attracting subscribers. Smaller streaming providers are also entering the market, aiming to expand their market share and influence the subscriber base of traditional subscription TV services. In South Africa OTT platform like Netflix have shown a significant growth and Multichoice 2023/2024 financial statement has displayed significant decrease is subscriber base as Customer retention strategies are crucial in traditional subscription TV to enhance revenue growth. 27 Social influence plays a pivotal role in shaping consumer perceptions and driving the adoption of Over-the-Top (OTT) platforms. User perceptions of value, trust, and relevance are significantly influenced by social interactions. By effectively leveraging word-of-mouth, social media, and influencer marketing, while proactively addressing challenges such as content overload and effectively managing consumer expectations, OTT providers can leverage the power of social influence to drive adoption and foster long-term customer loyalty. 2.6.3 Comparative analysis OTT vs Traditional television. Christenson (2017), outline that the emergence of Video-on-Demand (VOD) services, alongside the expansion of channel offerings within the traditional subscription TV market, has created a significantly more complex media landscape. This dynamic environment presents significant challenges in effectively meeting the evolving preferences and needs of subscribers. The introduction of Video-on-Demand (VOD) services in South Africa has raised significant questions regarding their impact on the future of traditional subscription television. Key considerations include the extent to which VOD will replace or complement existing services, as well as the identification of necessary investments and the implementation of process digitisation to enhance subscriber satisfaction and maintain a competitive advantage (Chen, 2017). According to Gupta and Singharia (2021), The COVID-19 pandemic has significantly accelerated the migration of subscribers towards OTT services. In response, traditional subscription TV providers are implementing a range of retention strategies, including initiatives to enhance subscriber engagement and the introduction of innovative products and services to enhance the overall value proposition for existing subscribers and maintain their loyalty. According to Oracle (2021), Traditional television consumption in South Africa primarily involves linear television, where programming is broadcast according to pre- determined schedules established through contractual agreements between distributors and service providers. This includes free-to-air services, such as the public broadcaster, the South African Broadcasting Corporation (SABC), which requires an annual license fee of ZAR 265.00 from viewers. Additionally, commercial broadcasters like ETV and Open View, owned by EMedia Holdings, operate within the free-to-air landscape. Furthermore, South Africa has a pay-TV market, 28 dominated by DStv, a subsidiary of the MultiChoice Group, with over 20.1 million subscribers across the African region (MultiChoice Group, 2020). The introduction of television broadcasting in South Africa commenced in 1975 with the establishment of a single channel by the state-controlled South African Broadcasting Corporation (SABC). This initial service was not funded through a subscription model but rather relied on a television license fee imposed on households owning a television set. Subsequently, an advertising-based funding model was introduced to supplement revenue (SABC, 2021). The South African subscription TV industry was inaugurated in 1985 by M-Net, a subsidiary of the Naspers group of companies. In 1995, Naspers established MultiChoice, launching DStv as the first satellite subscription TV service in Africa. MultiChoice has since emerged as the dominant player in the African pay-TV market, boasting a subscriber base exceeding 8.9 million as of 2021 (MultiChoice Group, 2021b). According to Nokuphiwa and Robertson (2020), they argue that while research conducted in other markets suggests a potential correlation between the adoption of OTT TV services and traditional pay-TV subscriptions, this relationship remains unclear within the South African context. This study aimed to conduct a rigorous investigation into the impact of OTT TV services on traditional pay-TV subscriptions in the South African market, providing valuable data to inform regulatory decision-making processes. A significant shift in consumer behaviour is evident, with a growing trend towards cord cutting, characterised by the abandonment of traditional pay-TV services in favour of OTT platforms. Furthermore, a substantial segment of consumers are engaging in cord-shaving, downgrading their premium pay-TV subscriptions to less expensive packages while concurrently subscribing to OTT services. Additionally, a notable segment of consumers, known as 'cord-nevers,' have never subscribed to traditional pay-TV services and have directly adopted OTT platforms as their primary source of entertainment, signifying a fundamental shift in consumer preferences (Nokuphiwa and Robertson, 2020). Davis and Zboralska (2017), explain that Video-on-Demand (VOD) services utilise disruptive technologies, including big data analytics and artificial intelligence, to deliver a highly personalised viewing experience for each subscriber. These platforms enable users to create personalised playlists and profiles, while simultaneously ensuring user-friendly interfaces to optimise accessibility and enhance the overall user experience. The rise of OTT platforms has 29 transformed the media consumption landscape, challenging the dominance of traditional television. A comparative analysis highlights the differences and advantages of each format, focusing on content delivery, consumer preferences, technology, and market trends. 2.6.4 Role of Social media and digital communities Chu (2021), argue that the advent of digital technology has facilitated the evolution of traditional word-of-mouth marketing, giving rise to electronic word-of-mouth (e-WOM). This digital phenomenon leverages social media platforms to facilitate the rapid and widespread dissemination of information. User-generated content (UGC), created and shared by online users, plays a crucial role in this process, effectively spreading information about products and services within online communities. The emergence of social media and electronic websites has facilitated the emergence of social commerce, enabling two-way communication between businesses and consumers. Rehmani and Khan (2011), conducted research in Pakistan, investigating the factors influencing consumer purchase intentions, with a particular focus on seller-created content, electronic word-of-mouth, perceived quality, and knowledge acquisition. Their findings demonstrated that social media exerts a significant influence on consumer purchase intentions, with platforms such as Facebook and Twitter effectively utilised to enhance purchase intent. According to Kaplan and Haenlein (2010), the rise of social media platforms has precipitated a paradigm shift in audience engagement, transitioning from passive consumption to active participation. This emphasis on visual communication aligns seamlessly with the aesthetic focus of OTT platforms. The impact of Instagram extends beyond mere engagement, encompassing content discovery, brand promotion, and the fostering of vibrant digital communities (Krieger and Systrom, 2012). According to Harry and Vijayakumar (2024), the convergence of transformative forces positions Instagram as a key catalyst for the growth and impact of Over-the-Top (OTT) media. The intertwined evolution of these platforms reflects a symbiotic relationship that is fundamentally reshaping media consumption patterns and redefining audience engagement. Social media and digital communities have become critical drivers for the growth and success of OTT platforms. By creating opportunities for content discovery, user engagement, and brand advocacy, these platforms shape consumer behaviour and drive the popularity of OTT services. 30 2.7 CONCEPTUAL FRAMEWORK Drawing upon a comprehensive review of relevant literature and established theoretical frameworks, this study constructed a conceptual framework to examine the influence of social factors on consumer intent to adopt Over-the-Top (OTT) services in lieu of traditional subscription television. This framework is presented in Figure 2-6. Figure 2-6: Hypothesis development Source: Author 31 The following framework for hypothesis was developed as per Table 2-3: Hypothesis framework. Table 2-3: Hypothesis framework RO# Research Objective Hyp# Relationship Hypothesis 1 Examining how the ease of use of OTT platforms, coupled with the clear benefits of using them, influences consumer decisions to switch from traditional TV. H1a OTTE1 South African customers favouring OTT platforms for their diverse content are more likely to switch from traditional subscription TV. H1b OTTE2 South African customers who see OTT platforms as more cost-effective are more likely to switch from traditional subscription TV. H1c OTTE4 South African customers who find OTT platforms more convenient and flexible are more likely to switch from traditional subscription TV. 2 Understanding how useful customers find OTT services, in terms of content relevance and quality in South Africa. H2a OTTE3 South African customers who find OTT platforms easy to use and navigate are more likely to switch from traditional subscription TV. 3 Understanding how useful customers find OTT services, in terms of content relevance and quality in South Africa. H3a OTTS1 South African customers who perceive social pressure from friends, family, and social circles to adopt OTT platforms are more likely to intend to switch to OTT services. H3b OTTS2 South African customers who perceive the use of OTT platforms as enhancing their social image are more likely to intend to switch to OTT services. 4 Explore the relationship between social influence, and the behavioural intention to adopt OTT services over traditional subscription television. H4 OTTC1 South African customers who find OTT content more relevant to their interests are more likely to switch from traditional subscription TV. 4 Explore the relationship between social influence, and the behavioural intention to adopt OTT services over traditional subscription television. H5 OTTI1 There is a significant positive relationship between perceived social influence and the intention to adopt OTT services among South African customers. 32 2.8 CONCLUSION This chapter thoroughly examined existing research on Over-The-Top (OTT) platform adoption and usability, focusing on what drives customer perceptions and their intentions to use these services. The study explored factors like ease of use, how customers view OTT services, their perceived value, and how social influence affects usage. It also created a conceptual framework, based on these findings, to provide a theoretical foundation for our study. This framework integrated key insights from the literature, offering a structured way to understand user adoption and behaviour within the OTT landscape. 33 CHAPTER 3. RESEARCH METHODOLOGY 3.1 INTRODUCTION This chapter presents the methodology which was applied to conduct this study which consisted of various stages namely; research design, research methodology, data collection, data analysis, the pilot of the study, validity and reliability and ethical consideration. The methods of the study will define sources of data, strategies used for sampling and instruments used to collect data. 3.2 RESEARCH DESIGN According to Saunders et al. (2009), the research design section provides a crucial overview of the chosen research methods and the rationale underlying their selection. Research design serves as a foundational framework for the effective conduct of research. As noted by Akhtar (2016), four primary research designs can be identified: explanatory, exploratory, experimental, and descriptive. Explanatory research, as defined by Saunders et al. (2009), aims to establish causal relationships between variables, exploring reasons, identifying causes, and providing evidence to support or refute predictions. Akhtar (2016) further characterises explanatory research as an exploration of uncharted territory, investigating phenomena that