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This article explores the factors that have an impact on consumers' satisfaction and behavioural loyalty in relation to ordering and delivery applications, focusing on the emerging trend of online grocery shopping. Considering the digital revolution in retail, it is critical to comprehend consumer behaviour in this space. This study offers insights from a sample of 445 respondents in South Africa. A quantitative descriptive research methodology and a non-probability convenience sampling method were employed for the study. Structural equation modelling was utilised to validate the research measurement model and to test the study’s hypotheses. The results highlight the critical roles of design aesthetics, usefulness and confirmation and show robust positive correlations that support the linkages that the study's model postulates. Notably, design aesthetics, satisfaction and usefulness are all positively influenced by confirmation, and these factors, in turn, improve consumer satisfaction and behavioural loyalty. This study stands out because it provides a fresh viewpoint on the factors that influence customer satisfaction and behavioural loyalty, particularly when it comes to grocery shopping Apps. The distinctiveness of this study resides in its thorough analysis of important concepts and how they interact with one another, all against the backdrop of an African consumer base. The results obtained have numerous applications in the real world. Prioritising the factors that influence customer satisfaction and behavioural loyalty will help marketers and companies to improve app design and marketing tactics, which will increase user satisfaction and behavioural loyalty. Such a strategy could help close the gap between the rather different literatures on consumer behaviour and digital retailing, while also increasing sales through grocery shopping applications. Through this approach, stakeholders can obtain practical insights aimed at augmenting user engagement and loyalty within the fiercely competitive online grocery sector. All things considered, this study not only clarifies the essential elements that influence consumer satisfaction and behavioural loyalty in the online grocery industry but also lays out a roadmap for future research in this quickly developing field.

The study sought to establish the primary determinants of social media usage among mobile network users in Zimbabwe, and how do these determinants vary across different demographic characteristics, including age, gender, education, income, and occupation. A descriptive research design was used in this study. A self-administered face-to-face personal survey was used to collect data from the consumers. The population in this study was made up of mobile consumers of the mobile network providers, Econet, NetOne, and Telecel in Harare Province, aged between 18 and 64 years. Convenience sampling technique, was used to select the mobile network consumers to participate in the study drawn from the three mobile operators. A sample of 384 respondents was chosen for the study. The result indicated that male respondents demonstrated a stronger perception of the effects of social media engagement on social media usage and truthfulness as a determinant of social media usage among the 18 to 25 age group and the 34 to 41 age group was different. Respondents with secondary education only demonstrated stronger perceptions of the effect of perceived usefulness on social media usage than degree holders’ respondents. Formally employed respondents had a stronger perception of the effects of social media influence on social media usage compared to students. The analysis of the study results further indicated that respondents who earned less than $2000 was significantly less than the mean score for the group which earned between $3001- 4000. The study concluded that male consumers have a stronger perception of the effects of social media engagement on social media usage, the consumers in the 18 to 25 age group have stronger perceptions of truthfulness of information, holders of certificates have a stronger perception of the effects of cost effectiveness on social media usage and formally employed consumers have a stronger perception of the effects of social media influence on social media usage compared to students. Creation of social media content helps the mobile network operators to adapt, design and develop social media content specifically targeted to specific ages, gender, occupations, and income levels on social media sites.  Mobile network operators can use the results of the study to choose a social media channel that speak to the right demographic consumers who visit their platforms.

General trends indicate an increase in the adoption and use of mobile shopping applications (apps) as well as shopping online. However, the trend seems not to be similar with township millennials in an emerging economy such as South Africa. Township millennial consumers seemingly prefer going in-store to buy products than via available mobile shopping apps. This novel study explored the reasons for resistance by township millennial customers to the adoption and use of mobile shopping apps during the COVID-19 pandemic to purchase products. The applicable and adopted research design for this study was explorative. A qualitative research approach was adopted and data was collected using online interviews. A sample size of ten township millennial consumers from four (Tembisa, Soweto, Katlehong, and Diepkloof) townships in South Africa participated in the interview process. Thematic analysis was used to analyse the collected data and determine the findings of the study. The main findings indicated that participants perceived some concerns related to security and privacy in using retail mobile shopping apps. There was a lack of knowledge and awareness regarding mobile shopping apps and how they function which further resulted in the resistance of usage. Township millennial consumers are stuck with the habit of buying in-store and cost is another factor that was highlighted as a cause for resistance, as they do not want to pay for delivery fees and hidden costs that arise from using retail mobile apps. The paper further provides valuable contributions, limitations and future study avenues. This study addressed the dearth in research about resistance factors in using advanced technology in townships. The findings provided insights into what mobile app shopping retailers should address to attract the adoption of app technologies and could mitigate further spread of future pandemics such as that of COVID-19.

This study examined the effect of entertainment benefits on the confirmation of application-based loyalty programmes among retail consumers in township markets. A positivist philosophy and mono-quantitative design were adopted. Using a survey, data were collected from 516 Black consumers aged 18-65 years who used at least one retail application-based loyalty programme. Respondents were selected through simple random sampling, and validated measurement scales were adapted to the study context. Partial least squares structural equation modelling was used to test the hypothesised relationship, with education, gender, age and income included as control variables. The findings indicate that entertainment benefits have a statistically significant, positive but modest effect on confirmation, while none of the control variables are statistically significant. From a theoretical perspective, a business ecosystem lens conceptualises entertainment benefits as engagement mechanisms within digital interaction platforms embedded in township retail ecosystems. These mechanisms shape post-adoption evaluation in resource-constrained environments. The study contributes to the literature by isolating entertainment benefits as a hedonic determinant of confirmation, thereby extending prior research that has predominantly focused on utilitarian drivers. It also provides a focused re-examination of an existing doctoral thesis relationship between entertainment benefits and confirmation, offering a more granular understanding of hedonic value in post-adoption evaluation. Practically, the findings highlight the importance of integrating entertainment-driven features into application-based loyalty programme design to strengthen retailer-consumer engagement and enhance confirmation in emerging-market digital retail environments.

The retail industry has seen a significant transformation since augmented reality (AR) technology was introduced into online shopping. However, several barriers continue to hinder the global adoption of online AR shopping, particularly for high-involvement products. This study investigates these barriers in the South African context, adopting a quantitative research approach. Data were collected through online self-administered questionnaires from a sample of 664 South African consumers. Multiple regression analysis was conducted to achieve the research objectives. The findings revealed that image barrier strongly inhibits AR adoption. Although insecurity and tradition barrier were not statistically significant, their negative effect suggests they may act as barriers to adoption. Surprisingly, discomfort and risk barrier yielded positive but non-significant results, leading to the rejection of these hypotheses. This research provides insights that are vital for retailers, technology developers, and policymakers striving to leverage AR technology effectively in online retail. The study offers practical strategies to address these barriers and facilitate wider adoption of AR technology. Additionally, it contributes to the broader discourse on the intersection of technology adoption, consumer behavior, and retail marketing strategies, particularly within the socio-economic and cultural complexities of South Africa.

This study examined the effect of entertainment benefits on the confirmation of application-based loyalty programmes among retail consumers in township markets. A positivist philosophy and mono-quantitative design were adopted. Using a survey, data were collected from 516 Black consumers aged 18-65 years who used at least one retail application-based loyalty programme. Respondents were selected through simple random sampling, and validated measurement scales were adapted to the study context. Partial least squares structural equation modelling was used to test the hypothesised relationship, with education, gender, age and income included as control variables. The findings indicate that entertainment benefits have a statistically significant, positive but modest effect on confirmation, while none of the control variables are statistically significant. From a theoretical perspective, a business ecosystem lens conceptualises entertainment benefits as engagement mechanisms within digital interaction platforms embedded in township retail ecosystems. These mechanisms shape post-adoption evaluation in resource-constrained environments. The study contributes to the literature by isolating entertainment benefits as a hedonic determinant of confirmation, thereby extending prior research that has predominantly focused on utilitarian drivers. It also provides a focused re-examination of an existing doctoral thesis relationship between entertainment benefits and confirmation, offering a more granular understanding of hedonic value in post-adoption evaluation. Practically, the findings highlight the importance of integrating entertainment-driven features into application-based loyalty programme design to strengthen retailer-consumer engagement and enhance confirmation in emerging-market digital retail environments.

The retail industry has seen a significant transformation since augmented reality (AR) technology was introduced into online shopping. However, several barriers continue to hinder the global adoption of online AR shopping, particularly for high-involvement products. This study investigates these barriers in the South African context, adopting a quantitative research approach. Data were collected through online self-administered questionnaires from a sample of 664 South African consumers. Multiple regression analysis was conducted to achieve the research objectives. The findings revealed that image barrier strongly inhibits AR adoption. Although insecurity and tradition barrier were not statistically significant, their negative effect suggests they may act as barriers to adoption. Surprisingly, discomfort and risk barrier yielded positive but non-significant results, leading to the rejection of these hypotheses. This research provides insights that are vital for retailers, technology developers, and policymakers striving to leverage AR technology effectively in online retail. The study offers practical strategies to address these barriers and facilitate wider adoption of AR technology. Additionally, it contributes to the broader discourse on the intersection of technology adoption, consumer behavior, and retail marketing strategies, particularly within the socio-economic and cultural complexities of South Africa.

The study sought to establish the primary determinants of social media usage among mobile network users in Zimbabwe, and how do these determinants vary across different demographic characteristics, including age, gender, education, income, and occupation. A descriptive research design was used in this study. A self-administered face-to-face personal survey was used to collect data from the consumers. The population in this study was made up of mobile consumers of the mobile network providers, Econet, NetOne, and Telecel in Harare Province, aged between 18 and 64 years. Convenience sampling technique, was used to select the mobile network consumers to participate in the study drawn from the three mobile operators. A sample of 384 respondents was chosen for the study. The result indicated that male respondents demonstrated a stronger perception of the effects of social media engagement on social media usage and truthfulness as a determinant of social media usage among the 18 to 25 age group and the 34 to 41 age group was different. Respondents with secondary education only demonstrated stronger perceptions of the effect of perceived usefulness on social media usage than degree holders’ respondents. Formally employed respondents had a stronger perception of the effects of social media influence on social media usage compared to students. The analysis of the study results further indicated that respondents who earned less than $2000 was significantly less than the mean score for the group which earned between $3001- 4000. The study concluded that male consumers have a stronger perception of the effects of social media engagement on social media usage, the consumers in the 18 to 25 age group have stronger perceptions of truthfulness of information, holders of certificates have a stronger perception of the effects of cost effectiveness on social media usage and formally employed consumers have a stronger perception of the effects of social media influence on social media usage compared to students. Creation of social media content helps the mobile network operators to adapt, design and develop social media content specifically targeted to specific ages, gender, occupations, and income levels on social media sites.  Mobile network operators can use the results of the study to choose a social media channel that speak to the right demographic consumers who visit their platforms.

This article explores the factors that have an impact on consumers' satisfaction and behavioural loyalty in relation to ordering and delivery applications, focusing on the emerging trend of online grocery shopping. Considering the digital revolution in retail, it is critical to comprehend consumer behaviour in this space. This study offers insights from a sample of 445 respondents in South Africa. A quantitative descriptive research methodology and a non-probability convenience sampling method were employed for the study. Structural equation modelling was utilised to validate the research measurement model and to test the study’s hypotheses. The results highlight the critical roles of design aesthetics, usefulness and confirmation and show robust positive correlations that support the linkages that the study's model postulates. Notably, design aesthetics, satisfaction and usefulness are all positively influenced by confirmation, and these factors, in turn, improve consumer satisfaction and behavioural loyalty. This study stands out because it provides a fresh viewpoint on the factors that influence customer satisfaction and behavioural loyalty, particularly when it comes to grocery shopping Apps. The distinctiveness of this study resides in its thorough analysis of important concepts and how they interact with one another, all against the backdrop of an African consumer base. The results obtained have numerous applications in the real world. Prioritising the factors that influence customer satisfaction and behavioural loyalty will help marketers and companies to improve app design and marketing tactics, which will increase user satisfaction and behavioural loyalty. Such a strategy could help close the gap between the rather different literatures on consumer behaviour and digital retailing, while also increasing sales through grocery shopping applications. Through this approach, stakeholders can obtain practical insights aimed at augmenting user engagement and loyalty within the fiercely competitive online grocery sector. All things considered, this study not only clarifies the essential elements that influence consumer satisfaction and behavioural loyalty in the online grocery industry but also lays out a roadmap for future research in this quickly developing field.

General trends indicate an increase in the adoption and use of mobile shopping applications (apps) as well as shopping online. However, the trend seems not to be similar with township millennials in an emerging economy such as South Africa. Township millennial consumers seemingly prefer going in-store to buy products than via available mobile shopping apps. This novel study explored the reasons for resistance by township millennial customers to the adoption and use of mobile shopping apps during the COVID-19 pandemic to purchase products. The applicable and adopted research design for this study was explorative. A qualitative research approach was adopted and data was collected using online interviews. A sample size of ten township millennial consumers from four (Tembisa, Soweto, Katlehong, and Diepkloof) townships in South Africa participated in the interview process. Thematic analysis was used to analyse the collected data and determine the findings of the study. The main findings indicated that participants perceived some concerns related to security and privacy in using retail mobile shopping apps. There was a lack of knowledge and awareness regarding mobile shopping apps and how they function which further resulted in the resistance of usage. Township millennial consumers are stuck with the habit of buying in-store and cost is another factor that was highlighted as a cause for resistance, as they do not want to pay for delivery fees and hidden costs that arise from using retail mobile apps. The paper further provides valuable contributions, limitations and future study avenues. This study addressed the dearth in research about resistance factors in using advanced technology in townships. The findings provided insights into what mobile app shopping retailers should address to attract the adoption of app technologies and could mitigate further spread of future pandemics such as that of COVID-19.