Table 1

Summary of relevant studies on environmental antecedents of mobile app engagement

ArticleAntecedents of mobile app usageMobile activity typeResearch contextPurpose
Interaction spacesWeather dynamics
Cui et al. (2024)  LBA* App usageShopping appExamine the impact of local offline retail density on consumers' mobile shopping app usage and heterogeneity across consumer segments and different types of shopping apps
Jiang et al. (2020)  ShoppingBeauty product retailerExamine how offline product launches via third-party offline stores affect online and mobile purchases and extend understanding by investigating the moderating effect of offline store intensity
Kim et al. (2024)  ShoppingBeauty product retailerInvestigate how offline store presence–both in terms of the absolute number of stores in a region and the relative presence compared to competitors – affects online and mobile sales, with a focus on how this impact varies by product functionality
Kyung et al. (2024)  LBA* activityHuman healthcare appExplore how real-time weather information enhances the effectiveness of mobile health interventions aimed at promoting healthier user behaviors
Li et al. (2017)  ShoppingTelecom appExamine how sunny and rainy weather affect consumer purchase responses to promotion
Steinker et al. (2017)  ShoppingOnline fashion retailerStudy the weather's impact on daily sales and the implications for sales forecasting and work force planning
This studyLBA* activityPet healthcare appInvestigate how interaction spaces and weather conditions influence mobile app engagement within a location-based activity tracking context

Note(s): * LBA = Location-based application

Source(s): Authors’ own work

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