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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.

In-feed native ads have become a major social media advertising format. The purpose of this paper is to investigate strategies for leveraging native advertising in terms of content creation and platform selection on social media, proposing that variations in content and platform reduce the intrusiveness of native ads, thereby resulting in enhanced brand attitude and purchase intent.

Two experiments were conducted with online samples, employing a 2 (content strategy: repeated ads vs varied ads) × 2 (platform strategy: single platform vs multiple platforms) between-subject factorial design. ANCOVA and structural equation modeling were used to test the hypotheses.

When repeated ads were used, the use of multiple platforms reduced ad intrusiveness, resulting in more favorable brand attitude and greater purchase intent as opposed to the use of a single platform. In contrast, when varied ads were used, there were no significant differences in the outcome variables between a single platform and multiple platforms. The results were largely consistent across the two experiments.

This study contributes to theory advancement by unpacking the underlying mechanisms of processing native advertising and shedding light on which content and platform strategies are the most effective on social media.

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.

To explore and measure wearout or the acceptance threshold, beyond which, messages in the form of mobile text advertising generate irritation. To assess the set of factors that positively or negatively, according to literature, influences the attitude towards advertising in short message service (SMS) format and on this basis to propose future research along this line. There is also a focus on irritation antecedents.

Two surveys are used to prevent unbiased answers. The first one is driven to study the wearout effect in the SMS context. An offline survey is carried out using a structured questionnaire. A sample size of 188 using convenience sampling is collected. The second research is driven to study irritation and attitude towards SMS advertising. Data are collected through an online questionnaire which is published through social media platforms, an e-mail mailing list and a quick response (QR) code. An international sample size of 253 applying a convenience and snow ball sampling procedure is collected.

The wearout threshold and irritation antecedents in the mobile advertising context are identified as well as positive and negative factors which influence attitude towards SMS advertising. The replies do not match exactly with the significant factors found in previous research.

There are some, among them, sample size and sampling procedure; only one sector was analysed and, although reliability is acceptable, the number of items in each measurement scale was reduced to only two.

Wearout and the characteristics of an SMS message capable to generate positive attitude are described.

Guidelines to improve public attitudes towards SMS advertising and prevention from wearout are given.

Wearout in the mobile advertising context is explored and some insights regarding irritation antecedents and the role played by frequency and other positive factors in the causal model proposed by the academy are assessed.

Retailers can use their mobile app to send location-based advertisements to consumers in the store. Goal congruence is an important driver for this type of ad's effectiveness. However, evidence of goal congruence influence on positive and negative outcomes and, in turn, on product purchase intention, is lacking. Research also leaves out the moderating effect of shopping motivation and price promotion level. The paper tests the impact of goal congruence on purchase intention through attitude to the ad and its intrusiveness, as well as the moderating effect of shopping motivation and price promotion.

Two online experiments are conducted to investigate these effects. The first experiment investigates the influence of goal congruence (i.e. low vs high) and the moderating effect of shopping motivation (i.e. utilitarian vs hedonic) on attitudes to the ad, level of perceived intrusiveness and, ultimately, purchase intention. The second experiment introduces the moderating effect of price promotion.

Goal congruence has a positive effect on attitude to the ad but no impact on intrusiveness. Goal congruence and shopping motivation further have a significant effect on attitude to the ad, as well as on purchase intention. Finally, no interaction effect of price promotion level is found.

This study tests the effect of goal congruence for in-store mobile apps on attitude towards the ads and intrusiveness and ultimately purchase intention. It further tests the moderating effect of shopping motivation (i.e. utilitarian vs hedonic) and price promotion level on these relationships.

Since its inception in 2009, the growth of real-time bidding (RTB) advertising has been dramatic. Yet, there is a dearth of research in the information system (IS) literature despite the potential for negative e-commerce outcomes. The purpose of this paper is to identify salient antecedents of users’ attitude toward RTB advertisements.

A research model was constructed and tested with data from 437 respondents. SmartPLS 3.0, a partial least square (PLS) structural equation modeling (SEM) tool, was used to evaluate the research model and test the hypotheses.

The findings indicate that user attitude is determined by opposing influences from the cognitive and affective attributes of an RTB advertisement. A surprise is found to elicit greater perception of advertisement personalization, timeliness and relevance, as well as privacy and intrusiveness concerns. While RTB advertisement relevance appears to lessen the effect of advertisement intrusiveness, privacy concern is exacerbated when the advertisement is more personalized. The authors discuss the implications of this study for click-through intentions and e-commerce.

At this point in the evolution of RTB advertising, the findings indicate that the surprise generated by the appearance of an RTB advertisement is not currently a “bad” surprise. In addition, the formation of positive user attitude toward RTB is complex because cognitive factors interact with users' concerns to strengthen or weaken the negative effects. The authors also demonstrate that attitude and stimulus–organism–response (S–O–R) theories are useful theoretical bases for the development of causal models to predict RTB attitude and click-through intentions.

Message stream advertising (MSA) has become an increasingly popular option for advertising on mobile social media. However, MSA is often avoided by consumers, and this avoidance deserves more research attention. The purpose of this study is therefore to identify the underlying mechanism and key variables that affect consumer avoidance of MSA in the context of mobile social media.

A face-to-face survey was administered to current mobile users of WeChat (N = 438). Structural equation modeling was conducted to test the relationships in the research model.

Results revealed that mobile consumers employ mechanical avoidance methods (i.e. zipping, muting and zapping) against MSA. The findings also demonstrated that advertising intrusiveness (stimulus) is directly linked to negative emotions, perceived entertainment and sense of control (organism), which, in turn, relate to MSA avoidance (response).

The study contributes to the MSA avoidance literature by using the stimulus-organism-response model to deepen the understanding of consumers' MSA avoidance on mobile social media, and it suggests important managerial implications for advertising practitioners and platform operators.

The authors proposed a conceptual model by examining the influence of threats to their freedom on tourists’ psychological distance including social distance, spatial distance, and temporal distance, which effect psychological reactance and the consequent online Airbnb booking intentions. Furthermore, media intrusiveness as a moderator determines the boundary conditions between perceived threats to their freedom and social distance, spatial distance, and temporal distance.

Data was gathered from 491 Chinese travelers to provide empirical evidence. The authors performed data analysis in Amos 26.0 using structural equation modeling (SEM) and Hayes (2013) PROCESS macro.

The findings positively reinforced all the structural relationships of the study. Notably, media intrusiveness significantly moderates the association between perceived threats to their freedom and psychological distance (i.e. social distance, spatial distance, and temporal distance).

The findings contribute significantly to the field of social psychology, advertising, and consumer behavior derive prolific implications for policymakers and sharing economy platforms. Lastly, by identifying limitations, this research opens doors for future scholars.

Governments' acute precautionary measures in response to the COVID-19 outbreak have confined individual freedom across the globe. This study illuminates how tourists conceive these preventative measures as perceived threats to their freedom, and subsequently engage psychological reactance.

This paper aims to empirically test a conceptual model, analysing the effects that features of mobile phone location-based advertising (MLBA) services (customisation, permission and intrusiveness) have on attitudes and purchase intentions, using the theory of interactive advertising. In addition, the moderating effect of receiving such messages at point of purchase (POP) is assessed.

Scenario-based online surveys were used, which manipulated the timing and levels of customisation of the message. Responses were received from 422 “net generation” consumers.

Customisation, permission and intrusiveness all have a direct effect on consumer attitudes towards MLBA messages, and subsequently purchase intention. In addition, receiving such messages at POP strengthens the relationships between intrusiveness and attitudes, but surprisingly weakens the effect of customisation on attitudes.

Future research could consider more widespread product categories and try to measure actual behaviour. There is also potential to investigate mobile relationship marketing.

Through permission, consumers can control the flow of messages and customise the messages they receive. While consumers benefit greatly, managers also gain opportunities through facilitating co-creative functions. These efforts will be in vain, however, if the consumer perceives the messages to be intrusive.

While there is much research that looks at the impact of interactive advertising features on attitudes and behaviour, research has yet to consider these factors in an MLBA context. In addition, it has not considered how providing such messages at POP can influence these relationships.

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.