Mobile diaries – Benchmark against metered measurements: An empirical investigation

Researchers seeking to study the relationships between consumers' communications, attitudes, and behaviors could benefit from monitoring consumers over time, across multiple locations and channels, and in a way that reflects consumers' subjective perceptions. Diaries on smartphones (mobile diaries) can be used as a research tool for such purposes. A mobile diary is a self-report instrument whereby people use their mobile handset to repeatedly report experiences of interest. Mobile diaries are increasingly used in psychology, geography, medicine, and commercial marketing. Yet they have rarely been used for quantitative marketing research, and were not benchmarked against best-practice metrics in marketing.In this study, we aim to set the ground for using mobile diaries in quantitative marketing research. We first lay out the theoretical infrastructure for the usage of mobile diaries, and describe possible respondent reporting concerns, including concerns related to non-reporting, reporting over time, and concerns stemming from individual-level heterogeneity.We demonstrate the potential of mobile diaries, as well as the importance of the various concerns, using a benchmark test case in the context of primetime TV viewing. Our benchmark uses a sample of respondents with both mobile diary viewing reports and Nielsen People Meter (NPM) records. Our analysis reveals that averaging across all conditions, 47.4%–64.7% of the NPM records are reported by the diary. The major sources for mismatch are random time periods without alarms, short viewings, and periodic reporting inactivity (pulsing). Concerns such as a decrease in reporting rates over time (e.g., fatigue), smartphone ownership, and demographic variation across individuals have relatively small effects on reporting likelihood. Analyzing the cases in which diary reports do not have a matching NPM record, we find many of them can be attributed to out-of-home viewing and viewing on non-metered devices. This finding demonstrates how mobile diaries can complement metered measurements. Overall, aggregate diary-based ratings have a 0.90 correlation with NPM ratings.We discuss implications for designing and using mobile diary studies in marketing.     

The effects of distributive,procedural, and interactional justice on customer retention: An empirical investigation in the mobile telecom industry in Tunisia

The framework offered in this study provides empirical evidence concerning the interaction between distributive, procedural and interactional perceived justice and loyalty program satisfaction on relational satisfaction in the mobile telecommunication context. Firms that rely on justice perception for strategy implementation are able to attain customer retention. This study suggests a theoretical model of customer retention that aims at investigating the role of satisfaction with loyalty program on relationship marketing. The structural equation modeling was used to test the hypothetical relationships. A self-administrated questionnaire was distributed to a total of a convenience sample of 520 customers of multiple mobile phone companies. The target population includes customers who have subscribed to a loyalty program. Results show that distributive justice moderates the relationship between satisfaction with the loyalty program and relational satisfaction. The results highlight the need to focus on distributive justice in order to nurture satisfaction and loyalty. Satisfaction with the loyalty program is a key predictor of a satisfactory relationship with the operator and customer retention.     

Antecedents of mobile payment loyalty: An extended perspective of perceived value and information system success model

Drawing on the information system success model and perceived value theory, we develop a research model to examine factors that may affect user satisfaction and loyalty of mobile payment platforms. Empirical data was collected from users using Alipay and WeChat Pay in China, and a total of 410 valid responses were gathered for data analysis. The results show that the multi-dimensional formative perceived value including benefits and sacrifice is important determinant of mobile payment user satisfaction and loyalty. The three benefit dimensions of functional value, experiential value and social value are more important value components than the two sacrifice dimensions of risk and cost, and experiential value is the dominant component of mobile payment users' value perception. As for the antecedents of perceived value, system quality and service quality mainly affect perceived benefits, while information quality has a greater impact on risk. The research results provide the contribution of specific value dimensions to users' perceived value and the impact of quality characteristics on specific perceived value for mobile payment platform providers, thus helping them to adopt effective strategies to strengthen market competitiveness and retain existing users.     

Mobile technology & resident attitude research

This research note highlights the novelty of integrating location-based services (LBS) available on Smart Phones and Tablets into traditional resident attitude survey methodologies such as door-to-door data collection. It specifically reviews how the LBS technology available on mobile devices can be used to systematically capture GPS coordinates of one's residence and integrate this captured spatial information into software such as ArcGIS and SPSS for further analysis. By having GPS coordinates associated with respondents' answers, researchers have an additional layer of information available for conducting a multitude of tests previously not possible with subjective categorical spatial data. Two research applications using the spatial location of residences are provided as examples of how LBS available on mobile devices can be integrated within resident attitude projects. The use of LBS technology can help researchers better understand how the distance residents live from major tourist attractions influences their attitudes towards tourism.     

The effect of shopping goals and in-store mobile device use on purchase outcomes in brick-and-mortar stores

The present study examines the effect of using a mobile device on search and evaluation by a shopper in a brick-and-mortar store. A conceptual model that proposes inter-relationships between shopping goals, the amount and type of in-store mobile device use, and purchase outcomes is developed. Data from a national quota sample of 1034 mobile shoppers is used to test hypotheses derived from the proposed model. The findings provide several new insights into the impact of in-store mobile device use on the consumer decision journey in a brick-and-mortar store. Depending upon the shopping goals of the consumer, the use of a mobile device by shoppers in a brick-and-mortar store can either decrease or increase search, lead to more deferred purchases or in-store-now purchases, and more online or physical store purchases. The study is among the first to model the pathway to purchase for mobile device assisted shoppers in brick-and-mortar stores.     

The impact of customised mobile marketing on passenger shopping behaviour in the airport terminal

With growing popularity of mobile devices, digital marketing strategies are increasingly important for modern airports. This paper studied context-aware mobile marketing strategies in the airport retail environment. An on-site mobile marketing experiment was conducted at a partner airport to explore how preference and/or location-based mobile coupons could affect passengers’ retail behaviour. Results show that retail shopping became more efficient (less browsing time) with mobile marketing influence, but not necessarily more effective (not higher spending amount). Randomly pushed mobile marketing information is effective in keeping passengers in shops for longer but context-aware mobile marketing is more effective in increasing spending amount.     

Luxury fashion brand customers’ perceptions of mobile marketing: Evidence of multiple communications and marketing channels

Previous studies have addressed some of the issues of customers' perceptions of mobile marketing, particularly the affordances of multiple communications and channels. Despite a proliferation of studies in this field, the theoretical exploration of luxury fashion customers' perceptions of multiple mobile communications and marketing channels remains at an exploratory stage. Drawing on the elaboration likelihood model and a social constructivist perspective, the current study conducted 37 in-depth interviews with Generation Z mobile luxury customers. We specifically examined how customers' emotionally and cognitively based perceptions emerge as they navigate multiple mobile marketing channels and message communications. Our model conceptualizes four elements of customers' perceptions of their mobile marketing journey that can drive mobile customer engagement and acquisition behavior. The integrative model opens up interesting avenues for further research on mobile marketing and luxury fashion consumers’ perceptions of the effects of multiple communications and marketing channels.     

现代电子商务给企业信息管理带来的机遇与挑战

物联网、移动互联网和云计算为现代电子商务的发展带来了不可多得的机遇。电子商务有助于企业在提高企业信息管理水平方面获得长足进步。而凭借全球最大的互联网和移动互联网网民数量,中国势必在不久的将来出现类似腾讯、百度的全球性互联网巨人。     

基于移动GIS的成都旅游信息查询系统的设计与实现

文章通过对成都市旅游相关问题进行分析,结合windows mobile操作系统、采用Arcgis Server Mobile二次开发模块作为嵌入式GIS二次开发平台,详细阐述了系统模块的功能组成、关键技术及其实现方法,为成都市"旅游经济特区"的建立提供了实践基础。     

Customer ignorance, price-cap regulation, and rent-seeking in mobile roaming

Mobile phone usage when traveling abroad is expensive. Although the network connection switches frequently between available networks, the choice of network is largely independent of wholesale prices. As a consequence, we show that wholesale prices are strategic substitutes. The recent European price-cap regulation forces firms to reduce wholesale and retail roaming prices, but does not solve the underlying problem. There may thus be a permanent need for regulation analogous to what we have for domestic call termination. Furthermore, we show that there is a risk that wholesale price-cap regulation stimulates wasteful rent-seeking activity.