This GCRO Occasional Paper presents an ethnographic account of a decade-long journey in city economic data collation. The paper recounts the collaborations of the National Treasury’s Cities Support Programme (CSP) with Statistics South Africa, the South African Revenue Service (SARS) and the Unemployment Insurance Fund (UIF), to collate anonymised and geocoded data that would enable an alternative mapping of the space economies of South African cities. Despite many practical and governance constraints, the collaborations ultimately bore fruit in the establishment of a secure administrative data centre at the National Treasury. This in turn led to the milestone publication of the 2021 City Spatial Economic Data Reports. This ethnographic account concludes by reflecting on possibilities for further improving the integrity of this vital city spatial economic data resource, and to enhance its use in credible, evidence-based urban analysis.

South Africa is urbanising rapidly, and its economic landscape is continuously changing as a consequence. In this context, city governments and urban scientists have long called for better access to city economic data. The National Treasury has reinforced this demand, insisting that intra-city economic data is critical in order to improve planning, performance and investment in South Africa’s cities. A wealth of data is collected by the South African Revenue Service (SARS) in the course of its routine operations assessing the tax obligations of companies and individual taxpayers. In addition to its bureaucratic purpose, this data represents an enormous potential resource for a detailed understanding of the urban economy. Until recently, this resource has been underutilised because it was not available in an anonymised and geocoded form. At a practical level, however, the significant amount of energy and time required to access, clean and align administrative datasets to make them usable is not generally understood. This GCRO Occasional Paper presents an ethnographic account of a decade-long journey in city economic data collation by the author who, as a long-term technical advisor to the National Treasury’s Government Technical Advisory Centre (GTAC), led the work on the city economic data programme in support of the first phase of the National Treasury’s Cities Support Programme (CSP). After observing the critical need for anonymised and geocoded economic administrative data in policy formulation and urban research, this paper examines the reasons for the limited availability of datasets able to show the location of economic activity and employment at a disaggregated local level. The paper details how the National Treasury’s collaboration with the World Bank in 2016 to produce the Urbanisation Review of South Africa stimulated and directed the efforts of GTAC and the Economies of Regions Learning Network (ERLN) to pursue official sources of city-level administrative data. The paper goes on to recount subsequent National Treasury/CSP collaborations with Statistics South Africa, SARS and the Unemployment Insurance Fund (UIF) to collect and collate anonymised and geocoded city economic data from sources other than national general surveys. Despite progress, these efforts were ultimately stymied due to practical and governance constraints. Nevertheless, in a parallel process, these collaborations ultimately bore fruit in the establishment of a secure administrative data centre at the National Treasury that stores anonymised data, which can then be geocoded using postal codes. This secure data centre in turn, after the author had left the process, ultimately provided a foundation for the milestone publication of the 2021 City Spatial Economic Data Reports. The paper concludes by reflecting on the insights from this ethnographic account around possibilities for improving the integrity of the city spatial economic data resource, and enhancing its use in credible, evidence-based urban analysis. First, these conclusions highlight broader institutional and public management concerns in the current governance environment on which future steps to improve the city spatial economic data will depend. Second, the paper points out that, despite the long journey travelled, business classification uncertainty still remains. Solving these governance and data puzzles may further enhance the incredible potential that such a rich data resource holds for evidence-based policy aimed at creating a more just and equal society in South Africa.

EPDF and EPUB available Open Access under CC-BY-NC-ND licence. Drawing on the study of different cities in the Global South, this book explores how the intensive use of data changes politics, power relations, and everyday life in contemporary cities. Across the volume, expert contributors show how urban actors, from the state to activists, are increasingly using data as a resource to empower their actions and support their claims, while also demonstrating how times of crisis are moments when the power of data is made visible. Focusing on the different dimensions of data power and politics in the urban realm, this is an important contribution to our understanding of how datafication transforms the places in which we live and how we experience them.

Studies of human development have taken an ethnographic turn in the 1990s. In this volume, leading anthropologists, psychologists, and sociologists discuss how qualitative methodologies have strengthened our understanding of cognitive, emotional, and behavioral development, and of the difficulties of growing up in contemporary society. Part 1, informed by a post-positivist philosophy of science, argues for the validity of ethnographic knowledge. Part 2 examines a range of qualitative methods, from participant observation to the hermeneutic elaboration of texts. In Part 3, ethnographic methods are applied to issues of human development across the life span and to social problems including poverty, racial and ethnic marginality, and crime. Restoring ethnographic methods to a central place in social inquiry, these twenty-two lively essays will interest everyone concerned with the epistemological problems of context, meaning, and subjectivity in the behavioral sciences.

First Published in 2013. Routledge is an imprint of Taylor & Francis, an informa company.

Full of practical 'how to' tips for applying theoretical methods - 'doing ethnography' - this book also provides anecdotal evidence and advice for new and experienced researchers on how to engage with their own participation in the field - 'being ethnographic'. The book clearly sets out the important definitions, methods and applications of field research whilst reinforcing the infinite variability of the human subject and addressing the challenges presented by ethnographers' own passions, intellectual interests, biases and ideologies. Classic and personal real-world case studies are used by the author to introduce new researchers to the reality of applying ethnographic theory and practice in the field. Topics include: - Talking to People: negotiations, conversations & interviews - Being with People: participation - Looking at People: observations & images - Description: writing 'down' field notes - Analysis to Interpretation: writing 'out' data - Interpretation to Story: writing 'up' ethnography Clear, engaging and original this book provides invaluable advice as well as practical tools and study aids for those engaged in ethnographic research.

New York's urban neighborhoods are full of young would-be emcees who aspire to "keep it real" and restaurants like Sylvia's famous soul food eatery that offer a taste of "authentic" black culture. In these and other venues, authenticity is considered the best way to distinguish the real from the phony, the genuine from the fake. But in Real Black, John L. Jackson Jr. proposes a new model for thinking about these issues--racial sincerity. Jackson argues that authenticity caricatures identity as something imposed on people, imprisoning them within stereotypes--turning them into racial objects and inanimate things, instead of living, breathing human beings. Contending that such assumptions deny people agency--not to mention humanity--in their search for identity, Jackson counterposes sincerity, an internal and more productive analytical model for thinking about race. Moving in and around Harlem and Brooklyn, Jackson offers a kaleidoscope of subjects and stories that directly and indirectly address how race is negotiated in today's world--including tales of name-changing hip-hop emcees, book-vending numerologists, urban conspiracy theorists, corrupt police officers, mixed-race neo-Nazis, and high-school gospel choirs forbidden to catch the Holy Ghost. Enlisting "Anthroman," his cape-crusading critical alter ego, Jackson records and retells these interconnected sagas in virtuosic detail and, in the process, shows us how race is defined and debated, imposed and confounded every single day.