This paper examines how innovations involving big data are helping to solve some of the greatest challenges facing the world today. Focusing primarily on the developing world, this paper explores how the large volumes of digital information, increasingly available in these contexts, can help decision-makers better address problems as big as poverty, illness, conflict, migration, corruption, natural disasters, climate change, and pollution, among other areas. This paper argues that the information vacuum that still exists in many developing countries makes the potential for impact from big data much greater in these contexts. Through a series of case studies, the authors demonstrate how big data can be used to address pressing social and environmental challenges in developing countries. The authors present research questions that could not have been addressed in the absence of dramatic recent increases in data volume, variety, and velocity. They then extrapolate from these questions, and discuss the nature of the technological changes that now allow decision-makers in developing countries to leapfrog from data poverty to big data, and permit innovative solutions to the aforementioned challenges. The authors emphasize the importance of looking beyond the current focus, in the literature, on storing, analyzing, and creating commercial value from big data. Instead, they point to the importance of innovativeness in identifying, integrating, disseminating, and applying new sources of data to execute actions that in turn generate product, service, process, and business model innovations that are impactful due to big data. The authors argue that academic researchers have an important role to play in helping the world harness the potential for big data innovations, through validation, visualization, and verification of such data. Practitioner PointsBig data can have a profound impact for good. Impact requires investment in data generation in emerging markets; in storage, integration, analysis, and dissemination capabilities within and across markets and organizations; and a culture that promotes data-enabled innovation in products, services, processes, platforms, and business models.Practitioners and policy makers can help ensure that data do not live in isolation. For data integration to happen, linkages via hubs and common standards are crucial.Infrastructure-building efforts in emerging markets before should encompass not only physical infrastructure, but also data infrastructure.
In this paper we argue that formal exchanges with poor consumers in emerging markets are hard to create and maintain, resulting in widespread market failure. More specifically, in emerging markets the institutions required for exchange either function poorly or are entirely absent, making it difficult for sellers to deliver affordable and accessible offerings to poor buyers in a financially sustainable manner. The marketing challenge thus becomes (1) developing a viable business model to facilitate market-based exchanges and (2) shaping the institutions needed to implement this business model. Drawing on institutional theory and extending it with insights from the marketing and business model innovation literatures, we develop a model of exchange in emerging markets. At the heart of our model is the idea that sellers often need to act as institutional entrepreneurs in order to create and deliver value when marketing to the poor in emerging markets. We discuss the implications of our model for future research on marketing, exchange and emerging economies, as well as the implications for managers seeking to market to the poor in emerging economies.
Our paper shows that in contexts where formal ownership of productive assets is limited, informal leasing has a strong positive impact on innovation in marketing practices.
The aim of this study was to estimate the intake level of glutamate and caffeine from some snacks and drinks. The survey was carried out during 2008 to 2009 in 3 selected governorates (Al-Hassa, Al- Katif and AD-Dammam) localized in the eastern area of Saudi Arabia. The age of study participants (298) was ranged between less than 4 – over 30 years. The snacks and drinks consumption data were gathered and calculated using the frequency methods. Forty nine samples of snacks and beverages were analyzed by High Performance Liquid Chromatography (HPLC) for glutamate and caffeine contents. The results indicated that total intake of snacks, chocolates and drinks were significantly correlated (spearman r = 0.856, 0.591, 0.943, p = 0.0) with total intake of glutamate and caffeine. The mean of caffeine intake was 40.4± 44.5 mg, while the mean of glutamate intake was 0.134± 0.146 mg. The highest concentration of glutamate was in Pringles with Ketchup (0.420), Bugles Smoking BBQ (0.660) and Indomie with Vegetables (0.860). The high caffeine concentrations of Kit Kat, Ulker and Galaxy samples were 166, 165.5, and 134.5 mg/kg respectively, while the beverages, the high caffeine concentrations were presented in energy drinks like Red bull (345.5), Power Horse (339.0) and Bugzy(333.0) mg/L. The children aged between 4– 8 were the most consumers of snacks which containing glutamate, while the adolescents consumed more chocolates and beverages which containing caffeine. These finding suggests that consumption of salty snacks, and sugar-sweetened beverages is mounting between important categories in the community, so interventions focusing on increasing physical activity and fruit and vegetable consumption will have an impact on obesity control and promoting health
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.
customersupport@researchsolutions.com
10624 S. Eastern Ave., Ste. A-614
Henderson, NV 89052, USA
This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.
Copyright © 2024 scite LLC. All rights reserved.
Made with 💙 for researchers
Part of the Research Solutions Family.