Search results

The purpose of this study was to empirically investigate the role of e-service quality factors in predicting e-satisfaction. The study context was spirituality and well-being over-the-top services. The e-service quality factors consisted of perceived functional completeness, perceived performance, perceived quality of interface and interaction, perceived quality of content and information and perceived quality of customer support. The study goal was to ascertain over-the-top services customers’ behavioral intention toward upgrading to premium subscription and the spread of electronic word of mouth.

This study was based upon the integrated stimulus-organism-response framework where e-service quality represented the stimulus, e-satisfaction the organism, behavioral intention and electronic word of mouth as the response. The study used a moderated-mediation approach with e-satisfaction as the mediator and the price value of a premium subscription as the moderator. To empirically test the model, the authors collected data from 312 spirituality and well-being over-the-top services users in India. Partial least squares-structured equation modeling was used to analyze the collected data.

The findings of the study supported the association between e-service quality factors and e-satisfaction while using spirituality and well-being over-the-top service. The results furthermore indicated that satisfied spirituality and well-being over-the-top customers were willing to upgrade to the premium subscription and spread favorable electronic word of mouth. The moderated-mediation study results revealed that the price value of premium subscriptions moderated the relationship between e-service quality and e-satisfaction but did not moderate the relationship between e-satisfaction and behavioral intention, and e-satisfaction and electronic word of mouth.

This study offered a comprehensive stimulus-organism-response theoretical model by using the five e-service quality measurement factors as “stimuli” for motivating the internal state of spirituality and well-being over-the-top subscribers. This was toward sustained usage in over-the-top services subsequent to the end of the freemium period. Furthermore, in this study, both e-service quality theory and user satisfaction theory were integrated into the stimulus-organism-response model. This helped to better comprehend the impact of e-service quality factors in driving e-satisfaction among spirituality and well-being over-the-top service users.

This study revealed the significance of differentiating premium over-the-top subscriptions based on price value. To ensure a high level of e-satisfaction from a premium subscription, a greater emphasis on the e-service quality dimensions was required. This study provided insights to managers regarding the role of favorable electronic word of mouth in fostering effective customer acquisition.

This was one of the first studies which concurrently integrated perceived value of the premium subscription and e-satisfaction with customers’ behavioral intention and electronic word of mouth through the theoretical lens of stimulus-organism-response.

This paper aims to analyse how the top over-the-top (OTT) platform is becoming a preferred source of entertainment amongst young consumers over traditional Pay TV service (Cable TV/DTH) in India and what factors play a vital role in such preferences along with gamification of content. The study follows the theoretical framework of use and gratifications theory and Niche analysis.

The study establishes a conceptual framework of understanding the preference of consumers, which triggers the shift from old media to new. This research develops an approach to understanding the relevant implications in responses of consumers through a structured online survey conducted amongst different age groups by applying exploratory and confirmatory factor analysis. To further comprehend the relations between measured variables and constructs, the statistical technique is incorporated, i.e. logistic regression.

Empirical results and discussion insinuated the five factors which affect consumers’ choices concerning entertainment i.e. content and viewing behaviour, expenses incurred on services, shifts influenced by offerings/incentives, convenience and telecom. Logistic regression validated the strength of these factors which made content and viewing behaviour, expenses incurred on services and convenience the three most important factors.

This study analyses the driving factors that are revolutionising the entertainment industry and can be applied in designing a comfortable and engaging experience for a consumer in the future.

This research is original in nature and the findings of this study are valuable for online streaming services, video-on-demand services, Cable TV operators and entertainment content producers.

The purpose of this paper is to identify and predict the key factors that influenced the usage intention of over the top (OTT) services by consumers. This was done by applying the modified unified theory of acceptance and use of technology 2 (UTAUT2) model.

An online survey questionnaire assessed the proposed motivational factors for the adoption of OTT services. Confirmatory factor analysis and structural equation modelling were conducted on collected data (n = 598) to demonstrate the reliability and validity of the measurement and structural model.

The model consisted of nine factors, namely, value expectancy (VE), ease of effort (EE), social influence (SI), favourable infrastructure conditions (FIC), hedonistic motivation for usage (HMU), favourable economic position (FEP), content quality (CQ), habitual behaviour (HB) and security conditions (SC). SC, VE, SI, HB and EE were the antecedent variables. FEP, CQ and FIC were the mediating variables and HMU was the dependant variable. SI and CQ of OTT services were positively associated with HMU of OTT services, FEP had no significant effects on HMU. The results also supported the explanatory strength and predictability of UTAUT2 as a model. It further extended UTAUT2 boundaries and paved the way for an extended UTAUT2 model to be developed.

The promising role of OTT services in the entertainment and media industry had gained consumer attention, however, limited empirical investigations had been conducted on explicating how user attitude and usage intention were shaped regarding the use of OTT services in the Indian context. This study served as one of the first attempts to empirically examine the adoption process, with implications for the HMU regarding OTT services. This was one of the first studies to extend the UTAUT2 theoretical model.

The television (TV) content ecosystem has shifted from traditional broadcasting systems to dedicated content producers and over-the-top (OTT) services. However, less empirical effort has been paid to the actual behaviors of the mobile users who watch TV content when explaining the impact of OTT service and mobile network profiles in watching TV content. This study aims to investigate the impact of gratifications and attitude formed by mobile TV users on actual mobile TV watching behaviors, as well as the moderating impacts of paid OTT service subscriptions and mobile network profiles, based on gratification theory, cognition–affect–behavioral (CAB) framework, sunk cost effect and walled-garden effect.

This study employs the generalized linear model (GLM) with generalized estimating equations (GEE) to test hypothesized relationships. A total of 338 mobile phone users who have been watching TV content using a mobile phone participated in the survey. The moderating variables, 4 types of paid streaming platform subscriptions, were classified based on the walled gardens formed by mobile telecom services.

The study’s results revealed that obtained gratifications and opportunity constructs substantially influenced a mobile phone user’s attitude and behaviors. Additionally, mobile network profiles and the degree of access to paid platform services played significant moderating roles in the relationship between users’ attitudes and behavior.

This research enriches the existing OTT service literature and is one of the pioneering studies investigating the walled-garden effect’s role in mobile phone users’ actual watching behaviors, offering valuable practical implications for the OTT platform providers.

Digital natives constitute a substantial part of consumers nowadays. Yet, a theoretical understanding of the factors driving their engagement with new-age digital services is lacking. This study therefore aims to examine digital natives’ continuance usage of the proliferating over-the-top (OTT) services. To address these objectives, the study uses a comprehensive model that primarily integrates perceived value, cognitive absorption and customer brand engagement theories.

Data were collected using an online personal questionnaire targeting active digital natives OTT service users using the online software tool SurveyMonkey. A sample of 1,415 digital natives was analysed using structural equation modelling.

The findings indicated that continuance usage is predicted by all three theories. The results illustrate that cognitive absorption and customer brand engagement are the most critical in enhancing continuance usage. Gender effects on digital natives’ value perceptions were found. The model explains 57% of the variance in users’ continuance usage.

The study adds valuable contributions to the existing literature that are relevant to digital natives’ engagement with new-age digital services. The proposed integrated model and the role of gender in value formations provide managers with novel insights when designing effective strategies to increase continuance usage for the largest consuming generation.

The peer review history for this article is available at: https://publons.com/publon/10.1108/OIR-03-2022-0133

In this era of technological advancement, the capabilities of devices and telecommunications have changed the pattern of media consumption among consumers. This study examined the research landscape and advancements in OTT services.

This study adopted a hybrid review consisting of bibliometric and thematic analyses to present advancements in the OTT platforms. A hybrid review integrates both systematic and narrative approaches by emphasizing a literature search strategy and the study selection process.

This study focuses on previous literature to understand recent developments in the domain. The authors derive six major OTT themes: OTT infrastructure and technology advancement, OTT consumption behaviour, shifting trends towards OTT platforms, viewers’ engagement in digital media, OTT in the global market, OTT policies and regulatory mechanisms.

The findings of this study will be useful for marketers/stakeholders associated with the entertainment and media industries, such as sales promotion teams, media planners/advertisers, content management companies and policy regulators, to penetrate OTT viewers.

The literature related to OTT is progressively rising, but it remains highly fragmented because of inconsistencies in the methodologies and theories used in the domain of OTT. This study offers directions in terms of theory, methodology and future research on OTT services.

Over-the-top (OTT) services, which provide streaming media through all devices in online setting, have surpassed the traditional content providers in the market. However, there is still no clear empirical evidence that indicates what recommendation agent values affect the users' search experience while using the OTT services and how it leads to continuous subscription. To address this gap, this study aims to examine recommendation agent values influencing search experience, which in turn affects decision satisfaction and continuance intention.

This study empirically develops and tests a research model with data obtained from 212 survey respondents in Korea. Structural equation modeling with partial least square approach was used to analyze the data.

(1) Recommendation agent variables such as match score accuracy, recommended content variety and thumbnail image appeal affect search experience variables such as perceived diagnosticity and perceived serendipity; (2) perceived diagnosticity and perceived serendipity of search experience increase decision satisfaction; and (3) decision satisfaction increases intention to continue to subscribe to OTT services.

Despite the widespread use of recommendation agents in OTT services, limited attention has been paid to understand what specific values of recommendation agents lead subscribers to continue their subscription. The findings of this study clarify subscribers' continuous subscription behavior in OTT services in terms of the recommendation agent values and search experience perspective.

The purpose of this paper is to examine current trends in over the top (OTT) research through bibliometric analysis of Scopus and Web of Science indexed publications. This study attempted to identify the thrust areas that may be addressed through future research initiatives.

This study included bibliometric analysis of research articles published on OTT domain for a time period ranging from 2011 to 2021. The authors were able to extract 137 unique articles from selected databases with inclusion criteria limited to social sciences only. The retrieved data is then analyzed using the R studio and VoSviewer user interfaces. Finally, discussions on citations, keywords, authors and source contributions toward the development of field were presented using descriptive and visual displays.

OTT as a research theme has gained wider acceptance recently. However, there is a scarcity of studies on the subject. The authors discovered that previous studies in the field had focused on technological aspects of the domain thus leaving a plethora of opportunities for future researchers to explore. In this regard, the findings enlisted few unexplored domains specific to OTT that require immediate attention of the researchers and stakeholders. It was suggested to investigate the field from marketing, behavioral, regulatory, social and quality aspects so as to broaden its scope.

To the best of the authors’ knowledge, this is going to be the first bibliometric study ever conducted on OTT research. This study may be considered unique in identifying current trends in OTT research and recommending a course of action for future researchers.

This paper aims to examine the dramatically different markets for over-the-top (OTT) TV services that have emerged in the USA, and other leading markets such as Japan and Korea. Whereas OTT TV services emerged as extensions of mainstream audiovisual providers in Korea and Japan, further entrenching their dominance, they emerged in the USA as market-disrupting newcomers such as Netflix. This paper seeks to explain why, putting forward four explanations: lower resistance to disruptive innovation in public TV dominant systems; higher production costs; lower penetration of broadband-capable devices; and more expensive mobile pricing plans.

This comparative case study examines news and trade press articles, industry surveys and government reports to identify the reasons behind these contrasting experiences of Japan, South Korea and the USA in the deployment of OTT TV services.

To explain why events in the three countries took such dramatically different paths, four explanations were put forward, all complementing one another: lower resistance to disruptive innovation in public TV dominant systems; higher audiovisual production costs in the USA making market-disruptive moves to new technological platforms more risky; lower penetration of broadband-capable devices reducing the profit potential of new OTT-based platforms; and more expensive mobile pricing plans, making it harder for users to access OTT content.

The global trend in the growth of OTT TV services masks significant differences in growth trends and business initiatives at the national level. This paper aims to examine and understand why OTT TV services have shown such different patterns across countries.

The purpose of this paper is to determine, rank and form composite relational factors that impact the millennial consumer’s mind-set when they opt for an access-based subscription of an over-the-top (OTT) platform service. In the competitive rising Indian market of OTT platforms, there is a need to understand what factors drive the subscription of a service for a company strategizing to build up on their customer base or for a company seeking to retain its customers.

The approach includes determining factors that impact the buying behavior of the consumer and have them ranked by the survey participants in order of their importance as a factor in considering a subscription of an OTT platform service. Questionnaire as a method is used for primary data collection in this research. Using “purposive sampling,” participants of the survey were determined based on their age group and current or historic consumption of at least one OTT platform service. The survey was conducted for the millennial viewership from Tier I and Tier II cities that have good internet connectivity over their mobile phones.

The result of this research is a ranking of factors based on their importance as perceived by the millennial consumers and then form composite factors, which have similarities in responses.

This research enables the consumers of the information to dwell on the factors that prove to be of comparative importance to the consumer and plan/forecast their strategies and further research studies accordingly.

A research along similar lines has been conducted for US-based OTT platforms. However, this research is specific for Indian consumers and platforms and holds significance because of growth in the Indian OTT market.