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The aim of this study was to develop a theoretical model of email advertising effectiveness and to investigate differences between permission‐based email and spamming. By examining different types of email (i.e. permission‐based email and spamming), the present study empirically tested the theoretical linkage between email advertising values, perceived instrusiveness, and the attitudinal‐behavioural dispositions towards email advertising.

A survey was conducted using 221 respondents from Taiwan. Two scenarios were designed for the present study. The questionnaires were equally divided into two sets, with the first half containing a scenario depicting permission‐based email, and the other half containing a scenario describing a spamming email. Each respondent only received one set of the survey.

Results from a survey of 221 Internet users in Taiwan indicate that values and attitudes toward, and the perceived intrusiveness of, email advertising significantly affect consumers’ behavioral dispositions toward email advertising. The results suggest that permission‐based email is more effective as compared to spam email advertising. For solicited email, consumers perceived less intrusiveness if the email advertisement offered them financial incentives.

The authors acknowledge four limitations in this study. These limitations however provide further direction for future studies in the discipline. The discussion of these limitations is provided.

Importantly, this study yields significant theoretical and managerial implications. Concerned with the context of email advertising, the authors’ work provides theoretical support for both constructs of advertising values and perceived intrusiveness as important. Concerned with the advertisers, this study renders important implications for better planning of marketing mix strategy using email.

This study provides new theoretical insights into factors influencing consumers’ acceptance of email advertising by incorporating perceived intrusiveness as a mediator in the relationship between advertising values and attitudinal‐behavioral dispositions. By empirically comparing the different types of email advertisements of permission‐based email and spamming, the present study also offers better understanding and extending of the current literature on email advertising research.

Skippable video advertising offers users the option to skip directly to their desired video content after viewing a limited amount of advertising and is becoming a format increasingly preferred by advertisers. This study constructed a mediator model based on advertising attitude to examine the influence of users' perceived control and perceived intrusiveness on brand attitude and advertising avoidance intention in skippable video ads.

The study considered the structural equation model using a self-reporting measure method. The research model was tested using a sample of 302 respondents.

The results showed that perceived control positively affected ad and brand attitude and negatively affected advertising avoidance intention. Perceived intrusiveness negatively affected attitudes toward the advertising and the brand but positively affected advertising avoidance intention. Ad attitude and brand attitude had no significant influence on advertising avoidance intention. The results also confirmed that ad attitude mediates the path from perceived control and intrusiveness to brand attitude.

This study further enriches the theoretical development of skippable video ads and expands the perspective and scope of interactive advertising research.

The primary purpose of the current study was to examine how the presence of two digital ad features – an ad skip option and an ad time display, representing behavioral and cognitive control, respectively – might influence viewer response to in-stream video ads in terms of perceived control, reactance and advertising outcomes.

A 2 (Ad skip option: presence vs. absence) × 2 (Ad time display: presence vs absence) between-subjects experiment was conducted online with 217 participants recruited via Qualtrics.

The results of the online experiment show that the presence of the ad skip option and ad time display related to a higher level of perceived control, predicting lower ad intrusiveness and ad irritation and more favorable attitude toward the ad.

The findings confirm that an ad skip option and an ad time display could minimize negative responses to in-stream video ads by increasing perceived control and reducing viewer reactance.

The findings provide empirical evidence that multiple dimensions of control features (i.e. behavioral and cognitive) can increase perceived control and strengthen its impact on advertising outcomes.

Under the pressure of dynamic business environments, firms in the banking and finance industry are gradually embracing Fintech, such as robo-advisors, as part of their digital transformation process. While robo-advisory services are expected to witness lucrative growth, challenges persist in the current landscape where most consumers are unready to adopt and even resist the new service. The study aims to investigate resistance to robo-advisors through the privacy and justice perspective. The human-like attributes are modeled as the antecedents to perceived justice, followed by the subsequent outcomes of privacy concerns, perceived intrusiveness and resistance.

An online survey was conducted to gather consumer responses about their perceptions of robo-advisors. Two hundred valid questionnaires were collected and analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM).

The results revealed that (1) perceived anthropomorphism and perceived autonomy are the positive determinants of perceived justice, (2) perceived justice negatively impacts privacy concerns and perceived intrusiveness and (3) privacy concerns and perceived intrusiveness positively influence resistance to robo-advisors.

The present study contributes to robo-advisory service research by applying a privacy and justice perspective to explain consumer resistance to robo-advisors, thereby complementing past studies that focused on the technology acceptance paradigm. The study also offers practical implications for mitigating resistance to robo-advisors.

Despite the tremendous advancement of information technology worldwide, a few attempts have been made to uncover the effectiveness of paid internet advertising (PIA) on consumers buying decisions for retail enterprises in emerging markets. The purpose of this paper is to examine the structural relationships between consumer self-confidence, perceived intrusiveness, continuance search intention, attitude towards PIA and frequency of apps-buying decisions.

A total number of 515 online questionnaires were obtained from a sample of experienced apps shoppers who were disposed to PIA, in order to evaluate the theoretical model. VB-SEM, which is a variance-based structural equation modelling technique, was applied to assess the measurement scales and structural relationship between exogenous and endogenous constructs.

Overall, the structural results imply that the proposed model explains 0.738 per cent of variances in consumer’s continuance search intention and 0.756 per cent of the frequency of apps-buying decisions. The results support that consumer self-confidence positively influences attitude towards PIA, continuance search intention and frequency of apps-buying decisions; however, consumer self-confidence is negatively related to perceived intrusiveness. Similarly, attitude towards PIA is positively related to continuance search intention and frequency of apps-buying decision. Besides, perceived intrusiveness negatively influences attitude towards PIA, continuance search intention and frequency of apps-buying decisions. Finally, continuance search intention and the frequency of apps-buying decisions are positively related.

Despite the fact that PIA and its utilisation has been a recent growing trend in managing retail enterprises worldwide, a few studies have been conducted on possible end results of PIA, including consumer continuous apps search intention and purchase decisions.

The objective of this paper is to focus on seniors’ acceptance of the usage of connected healthcare technologies in their homes. The authors integrated into technology acceptance model (TAM) several latent variables such as social presence, trust and degree of intrusiveness perceived with the use of connected health technologies.

The authors distributed the survey by post to 605 seniors. The authors targeted elderly people using connected health technologies (assistive alarm, telecare, sensors, etc.) at home and/or receiving healthcare at home. The authors received 213 questionnaires back. As The authors had several latent variables, the authors used partial least squares (PLS), a variance-based structural equation modeling method.

The results show that the level of trust in these technologies impacts significantly the perception of usefulness and the degree of intrusiveness. In parallel, the degree of usefulness of these technologies impacts positively elderly people’s intention to accept their usage. Finally, one can claim that the perception of the social presence with the use of these technologies impacts positively the degree of perceived usefulness, trust and intrusiveness.

The sample covers a population benefiting from similar connected health technologies. It was difficult to distinguish and interpret the added value of each technology separately. As more and more elderly people use or are least familiarizing themselves with a range of connected technologies it would be interesting to identify which sets of connected technologies contribute the most to a positive feeling of social presence.

These results are particularly relevant to stakeholders in the health industry in their quest to improve their products/services. A better understanding of the relation that the elderly have with connected health technologies is an essential prerequisite to supporting the development of new solutions capable of meeting the specific needs of our seniors.

The authors want to apply the TAM to connected health technologies designed for elderly people and the authors also want to extend it by integrating the social presence, trust and degree of intrusiveness variables to our research model.

Consumer animosity in the wake of Russia–Ukraine war has gained significance in consumer behavior research. In this line, this study aims to examine the critical influence of consumer animosity in developing brand attitude and its ensuing outcomes – brand boycott behavior and brand-country image – the moderating role of perceived intrusiveness on the relationship between consumer animosity and brand attitude and the moderating role of altruism between brand attitude and behavioral outcomes.

Using the data obtained from 411 European consumers, data analysis was performed using structural equation modeling to examine the proposed relationships.

The findings revealed a strong negative influence of consumer animosity on brand attitude, which eventually leads to brand boycott behavior and a negative brand-country image. This work also confirmed the boundary condition of perceived intrusiveness on the effect of consumers’ animosity on brand attitude. Furthermore, the authors validated the moderating effects of altruistic behavior on the relationships between brand attitude and boycott behavior and brand-country image.

This study offers theoretical, practical and policy implications in international marketing domain. The authors acknowledged a few shortcomings and made some recommendations for future research.

In the context of the Russian–Ukraine war, this study creates a novel conceptual framework based on consumer animosity. In the current scenario, provide critical perspective on how European customers’ animosity to Russian brands develops their adverse attitudes. This study also highlighted the alternatives to Russian brands when they were boycotted during the Russia–Ukraine war.

Most previous studies on new technologies and services have concentrated on their acceptance, seldom exploring in depth why users may choose not to accept technology or service and remain “non-users.” This study aims to understand free platform users' intention to switch to paid subscription platforms.

This study utilized push-pull-mooring (PPM) theory to investigate free OTT platform viewers' switching intentions toward paid OTT platforms. A research model was established and examined via a two-stage partial least square (PLS) method. A total of 446 free users were collected from Facebook and Line for data analysis.

Results show that perceived intrusiveness is the push factor and alternative attractiveness is the pull factor and that both have a positive impact on the switching intention of non-subscribers. Habit represents the mooring factor and negative affects switching intention. Perceived convenience and perceived enjoyment are shown to be two significant habitual antecedents. Furthermore, habit is revealed to moderate the effect of users' perceived advertisement intrusion and alternative attractiveness on switching intention to strengthen positive impact when the habit is strong.

This study is one of the pioneering studies to consider free-to-paid switching behavior on media services using PPM's structural equation model. Contrary to previous research, the study found that, in the context of the free-to-paid transition, highly accustomed users' perception of pull factors and push factors were strengthened, thus generating the tendency to switch platforms.

Social media have become an increasingly important venue for prosocial campaigns. Competing for the public’s attention in the digital space is an ongoing challenge. This study aims to test the influence of ad-context congruence, ad position and ad type (i.e. public service advertising [PSA] vs cause-related brand [CRB] advertising) on the effectiveness of prosocial native advertising on social media.

Two experiments were conducted on different social media platforms (i.e. Twitter and Instagram) with varied prosocial issues (i.e. healthy eating and environmental sustainability).

Experiment 1 indicated that the congruence between prosocial native ads and social media feeds elicited greater ad involvement and a more favorable ad attitude, regardless of ad position. Experiment 2 revealed that such an impact was contingent on whether the prosocial native ad was a public service ad or a CRB ad. The positive influence of ad-context congruence was pronounced among public service ads but was not observed among CRB ads. Perceived ad involvement mediated the interaction effects between ad-context congruence and ad type on ad attitude and behavioral intention.

The study extends ad-context congruence research to the context of prosocial native advertising on social media. Moreover, it identifies ad type as a boundary condition for the congruence effects and reveals that increased ad involvement is the mechanism underlying the positive effect of congruent PSA.

This paper aims to investigate the motivating and dissuading factors, which develop consumers’ attitude towards permission based marketing.

A conceptual model is proposed and validated by following the various studies on mobile and email marketing. A survey of 325 respondents was conducted in the Mumbai city, out of which 271 survey questionnaires were deemed fit for analysis, representing 83.38 per cent response rate. The researcher has used structural equation modelling to test the causal relationships among the constructs.

The results of the study indicate that increase in personal relevant messages, perceived monetary incentives and perceived entertainment increases consumers’ attitude towards permission based marketing, whereas increase in perceived registration effort decreases consumers’ attitude towards permission based marketing. Furthermore, contrary to the existing literature, perceived consumer empowerment, perceived intrusiveness and perceived privacy issues have no significant relationship with the attitude towards permission marketing. The findings are based on a particular region in India, so it may be different from previous studies.

The study uses a self-reported measure to collect the data through email, and a printed copy of the questionnaire was circulated. Also, the method of sample selection was not random. These two aspects could limit the generalizability of the results.

The research can assist the companies going for promotions through mobile and internet. It provides important findings, which can help them to formulate better promotional strategies.

Fewer research studies have been done to examine the motivating and dissuading factors developing consumers’ attitude towards permission based marketing, therefore, the present research is conducted. After intensely reviewing the available literature, the factors were carefully chosen.