Abstract
Geography is enjoying a period of unparalleled visibility, driven by the growing use of geographic methods and concepts across the sciences and humanities—the so-called spatial turn—and the pervasive use of geospatial Web technologies and their concomitant influence on society, especially the phenomenon of volunteered geographic information (VGI). The field of public health is beginning to harness spatiality with gusto; however, the geospatial Web and its social phenomena are underexplored in this context even though they may be particularly useful for public health enquiry, especially in low-resource settings that lack traditional data collection mechanisms. A case study framed within these two current phenomena is presented to illustrate the influence of geography and its potential for addressing the data-divide—the disparity in availability of data for scientific enquiry and decision-making most felt in low-and middle income countries. A facilitated VGI data collection initiative collected public health-related injury data in Cape Town, South Africa, as a pragmatic alternative given the lack of data from traditional sources. Emergency medical services personnel interacted with a GeoWeb interface to volunteer their informed opinions of high-incident injury locations. Previously unrecorded injury location data were created, and combined with traditional injury data for use in an ongoing study examining the environmental determinants of injury in this setting, which speaks to the possibility for hybrid authoritative/asserted data collection strategies. This study speaks to the growing influence of geography and one of its driving forces, the techno-social revolution in geospatial technology and data. Future work should continue to examine their potential to address the data-divide.
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References
AbouZahr, C., & Boerma, T. (2005). Health information systems: The foundations of public health. Bulletin of the World Health Organization, 83(8), 578–583.
Arias, S. (2010). Rethinking space: An outsider’s view of the spatial turn. GeoJournal, 75(1), 29–41.
Armstrong, M. P., & Ruggles, A. J. (2005). Geographic information technologies and personal privacy. Cartographica, 40(4), 63–73.
Ashraf, H. (2005). Countries need better information to receive development aid. Bulletin of the World Health Organization, 83(8), 565–566.
Bambas Nolen, L., Braveman, P., Dachs, J. N. W., Delgado, I., Gakidou, E., Moser, K., et al. (2005). Strengthening health information systems to address health equity challenges. Bulletin of the World Health Organization, 83(8), 597–603.
Barnard, D. K., & Hu, W. (2005). The Population health approach: Health GIS as a bridge from theory to practice. International Journal of Health Geographics, 4(1), 1–9.
Barnes, T. J. (2009). Quantitative revolution. In R. M. Kitchin & N. Thrift (Eds.), International encyclopedia of human geography (pp. 33–38). Oxford: Elsevier.
Batty, M., Hudson-Smith, A., Milton, R., & Crooks, A. (2010). Map mashups, Web 2.0 and the GIS revolution. Annals of GIS, 16(1), 1–13.
Baum, S., Kendall, E., Muenchberger, H., Gudes, O., & Yigitcanlar, T. (2010). Geographical information systems: An effective planning and decision-making platform for community health coalitions in Australia. Health Information Management Journal, 39(3), 28.
Benigeri, M. (2007). Geographic information systems (GIS) in the health field—An opportunity to bridge the gap between researchers and administrators. Canadian Journal of Public Health, 98(Suppl 1), S74–S76.
Bergmann, S. (2007). Theology in its spatial turn: Space, place and built environments challenging and changing the images of God. Religion Compass, 1(3), 353–379.
Bonney, R., Cooper, C. B., Dickinson, J., Kelling, S., Phillips, T., Rosenberg, K. V., et al. (2009). Citizen science: A developing tool for expanding science knowledge and scientific literacy. BioScience, 59(11), 977–984.
Boulos, M. N. K. (2004). Towards evidence-based, GIS-driven national spatial health information infrastructure and surveillance services in the United Kingdom. International Journal of Health Geographics, 3(1), 1.
Boulos, M. N. K., Resch, B., Crowley, D., Breslin, J., Sohn, G., Burtner, R., et al. (2011). Crowdsourcing, citizen sensing and sensor web technologies for public and environmental health surveillance and crisis management: trends, OGC standards and application examples. International Journal of Health Geographics, 10(1), 67.
Boulos, M. N. K., Sanfilippo, A. P., Corley, C. D., & Wheeler, S. (2010). Social Web mining and exploitation for serious applications: Technosocial predictive analytics and related technologies for public health, environmental and national security surveillance. Computer Methods and Programs in Biomedicine, 100(1), 16–23.
Boulos, M. N. K., Scotch, M., Cheung, K.-H., & Burden, D. (2008). Web GIS in practice VI: A demo playlist of geo-mashups for public health neogeographers. International Journal of Health Geographics, 7(1), 38.
Boulos, M. N. K., & Wheeler, S. (2007). The emerging Web 2.0 social software: An enabling suite of sociable technologies in health and health care education. Health Information and Libraries Journal, 24(1), 2–23.
Brooks, S., Donovan, P., & Rumble, C. (2005). Developing nations, the digital divide and research databases. Serials Review, 31(4), 270–278.
Budhathoki, N., Bruce, B., & Nedovic-Budic, Z. (2008). Reconceptualizing the role of the user of spatial data infrastructure. GeoJournal, 72(3), 149–160.
Butler, D. (2006a). Mashups mix data into global service. Nature, 439(7072), 6–7.
Butler, D. (2006b). Virtual globes: The web-wide world. Nature, 439(7078), 776–778.
Carolan, M., Andrews, G. J., & Hodnett, E. (2006). Writing place: A comparison of nursing research and health geography. Nursing Inquiry, 13(3), 203–219.
Chen, W., & Sui, D. Z. (2010). Influenza surveillance using volunteered geographic information (VGI): A GIS-based Hidden Markov modeling approach. Zurich: GIScience.
Chrisman, N. (2005). Full circle: More than just social implications of GIS. Cartographica, 40(4), 23–35.
Cinnamon, J., & Schuurman, N. (2010). Injury surveillance in low-resource settings using geospatial and social web technologies. International Journal of Health Geographics, 9(1), 1–13.
Cinnamon, J., Schuurman, N., & Hameed, S. M. (2011). Pedestrian injury and human behaviour: Observing road-rule violations at high-incident intersections. PLoS ONE, 6(6), 1–10.
Coleman, D. J., Georgiadou, Y., & Labonte, J. (2009). Volunteered geographic information: The nature and motivation of produsers. International Journal of Spatial Data Infrastructures Research, 4(1), 332–358.
Connors, J. P., Lei, S., & Kelly, M. (2012). Citizen science in the age of neogeography: Utilizing volunteered geographic information for environmental monitoring. Annals of the Association of American Geographers. doi: 0.1080/00045608.2011.627058
Corbett, J. M., & Keller, C. P. (2005). An analytical framework to examine empowerment associated with participatory geographic information systems (PGIS). Cartographica, 40(4), 91–102.
Crampton, J. W. (2009). Cartography: Maps 2.0. Progress in Human Geography, 33(1), 91–100.
Cromley, E. K., & McLafferty, S. L. (2002). GIS and public health. New York: Guildford.
Curry, M. R. (1997). The digital individual and the private realm. Annals of the Association of American Geographers, 87(4), 681.
De Longueville, B., Annoni, A., Schade, S., Ostlaender, N., & Whitmore, C. (2010). Digital earth’s nervous system for crisis events: Real-time sensor Web enablement of volunteered geographic information. International Journal of Digital Earth, 3(3), 242–259.
Dobrow, M. J., Goel, V., & Upshur, R. E. G. (2004). Evidence-based health policy: Context and utilisation. Social Science and Medicine, 58(1), 207–217.
Dobson, J. E., & Fisher, P. F. (2003). Geoslavery. IEEE Technology and society, 22(1), 47–52.
Dummer, T. J. P. (2008). Health geography: Supporting public health policy and planning. Canadian Medical Association Journal, 178(9), 1177–1180.
Dunn, J. R., Schaub, P., & Ross, N. A. (2007). Unpacking income inequality and population health—The peculiar absence of geography. Canadian Journal of Public Health, 98, S10–S17.
Edelman, L. S. (2007). Using geographic information systems in injury research. Journal of Nursing Scholarship, 39(4), 306–311.
Elwood, S. (2006). Negotiating knowledge production: The everyday inclusions, exclusions, and contradictions of participatory GIS research. Professional Geographer, 58(2), 197–208.
Elwood, S. (2008). Volunteered geographic information: Future research directions motivated by critical, participatory, and feminist GIS. GeoJournal, 72(3), 173–183.
Elwood, S., Goodchild, M. F., & Sui, D. Z. (2012). Researching volunteered geographic information: Spatial data, geographic research, and new social practice. Annals of the Association of American Geographers, 102(3), 571–590.
Elwood, S., & Leszczynski, A. (2011). Privacy, reconsidered: New representations, data practices, and the geoweb. Geoforum, 42(1), 6–15.
ESRI. (2011). ArcGIS online. www.arcgis.com/home. Accessed December 10, 2011.
Finnegan, D. (2008). The spatial turn: Geographical approaches in the history of science. Journal of the History of Biology, 41(2), 369–388.
Fischer, F. (2012). VGI as Big Data: A new but delicate geographic data-source. GeoInformatics, 15(3), 46–47.
Flanagin, A., & Metzger, M. (2008). The credibility of volunteered geographic information. GeoJournal, 72(3), 137–148.
Ford, D. M. (2007). Technologizing Africa: On the bumpy information highway. Computers and Composition, 24(3), 302–316.
Fritz, S., McCallum, I., Schill, C., Perger, C., Grillmayer, R., Achard, F., et al. (2009). Geo-Wiki.Org: The use of crowdsourcing to improve global land cover. Remote Sensing, 1(3), 345–354.
Girres, J.-F., & Touya, G. (2010). Quality assessment of the French OpenStreetMap dataset. Transactions in GIS, 14(4), 435–459.
Godlee, F., Pakenham-Walsh, N., Ncayiyana, D., Cohen, B., & Packer, A. (2004). Can we achieve health information for all by 2015? The Lancet, 364(9430), 295–300.
Goodchild, M. F. (2007a). Citizens as sensors: The world of volunteered geography. GeoJournal, 69(4), 211–221.
Goodchild, M. F. (2007b). Citizens as voluntary sensors: Spatial data infrastructure in the world of Web 2.0. International Journal of Spatial Data Infrastructures Research, 2(1), 24–32.
Goodchild, M. F. (2009a). GIScience and systems. In R. M. Kitchin & N. Thrift (Eds.), International encyclopedia of human geography (pp. 526–538). Oxford: Elsevier.
Goodchild, M. F. (2009b). NeoGeography and the nature of geographic expertise. Journal of Location Based Services, 3(2), 82–96.
Goodchild, M. F., & Glennon, J. A. (2010). Crowdsourcing geographic information for disaster response: A research frontier. International Journal of Digital Earth, 3(3), 231–241.
Google. (2011). Google maps Javascript API. http://code.google.com/apis/maps/documentation/javascript/. Accessed May 21, 2011.
Google. (2012). Getting started guide: Google MapUp kit. http://support.google.com/mapmaker/bin/static.py?hl=en&page=guide.cs&guide=30028&topic=30130. Accessed June 7, 2012.
Gould, P., Kabel, J., Gorr, W., & Golub, A. (1991). AIDS: Predicting the next map. Interfaces, 21(3), 80–92.
Gouveia, C., & Fonseca, A. (2008). New approaches to environmental monitoring: The use of ICT to explore volunteered geographic information. GeoJournal, 72(3), 185–197.
Green, A. I., Follert, M., Osterlund, K., & Paquin, J. (2010). Space, place and sexual sociality: Towards an ‘atmospheric analysis’. Gender. Work & Organization, 17(1), 7–27.
Haklay, M. (2010). How good is volunteered geographical information? A comparative study of OpenStreetMap and Ordnance Survey datasets. Environment and Planning B: Planning and Design, 37(4), 682–703.
Haklay, M., Singleton, A., & Parker, C. (2008). Web mapping 2.0: The neogeography of the GeoWeb. Geography Compass, 2(6), 2011–2039.
Hendler, J., & Golbeck, J. (2008). Metcalfe’s law, Web 2.0, and the Semantic Web. Semantics: Science, Services and Agents on the World Wide Web, 6(1), 14–20.
Higgs, G. (2009). The role of GIS for health utilization studies: Literature review. Health Services and Outcomes Research Methodology, 9(2), 84–99.
Hudson-Smith, A., Batty, M., Crooks, A., & Milton, R. (2009). Mapping for the masses: Accessing Web 2.0 through crowdsourcing. Social Science Computer Review, 27(4), 524–538.
International Telecommunications Union. (2007). ICT statistics. http://www.itu.int/ITU-D/ict/statistics/ict/index.html. Accessed May 29, 2008.
Joyce, K. (2009). “To me it’s just another tool to help understand the evidence”: Public health decision-makers’ perceptions of the value of geographical information systems (GIS). Health and Place, 15(3), 831–840.
Kessler, F. (2011). Volunteered geographic information: A bicycling enthusiast perspective. Cartography and Geographic Information Science, 38(3), 258–268.
Kiefer, L., Frank, J., Di Ruggiero, E., Dobbins, M., Manuel, D., Gully, P. R., et al. (2005). Fostering evidence-based decision-making in Canada: Examining the need for a Canadian population and public health evidence centre and research network. Canadian Journal of Public Health, 96(3), I-1–I-19.
Klinkenberg, B. (2003). The true cost of spatial data in Canada. Canadian Geographer, 47(1), 37–49.
Klinkenberg, B. (2007). Geospatial technologies and the geographies of hope and fear. Annals of the Association of American Geographers, 97(2), 350–360.
Koch, T. (2009). Social epidemiology as medical geography: Back to the future. GeoJournal, 74(2), 99–106.
Lake, R., & Farley, J. (2007). Infrastructure for the geospatial Web. In A. Scharl & K. Tochtermann (Eds.), The geospatial web: How geobrowsers, social software, and the Web 2.0 are shaping the network society. London: Springer.
Lampos, V., & Cristianini, N. (2010). Tracking the flu pandemic by monitoring the social web. In: 2nd International Workshop on Cognitive Information Processing (CIP), Elba, Italy.
Landis Lewis, Z., Douglas, G. P., Monaco, V., & Crowley, R. S. (2010). Touchscreen task efficiency and learnability in an electronic medical record at the point-of-care. Studies in Health Technology And Informatics, 160(Pt 1), 101–105.
LaScala, E. A., Gerber, D., & Gruenewald, P. J. (2000). Demographic and environmental correlates of pedestrian injury collisions: A spatial analysis. Accident Analysis & Prevention, 32(5), 651–658.
Leadbetter, C., & Miller, P. (2004). The Pro-Am revolution: How enthusiasts are changing our economy and society. London: Demos.
Lloyd, M. G., & Peel, D. (2005). Tracing a spatial turn in planning practice in Scotland. Planning Practice and Research, 20(3), 313–325.
London, J., Mock, C., Abantanga, F., Quansah, R., & Boateng, K. (2002). Using mortuary statistics in the development of an injury surveillance system in Ghana. Bulletin of the World Health Organization, 80(5), 357–364.
Longley, P. A. (2000). The academic success of GIS in geography: Problems and prospects. Journal of Geographical Systems, 2(1), 37–42.
McCall, M. K., & Dunn, C. E. (2012). Geo-information tools for participatory spatial planning: Fulfilling the criteria for ‘good’ governance? Geoforum, 43(1), 81–94.
McLafferty, S. L. (2003). GIS and health care. Annual Review of Public Health, 24(1), 25–42.
Miller, C. C. (2006). A beast in the field: The Google Maps mashup as GIS/2. Cartographica, 41(3), 187–199.
Murugesan, S. (2007). Understanding Web 2.0. IT Professional, 9(4), 34–41.
Norris, P. (2001). Digital divide?: Civic engagement, information poverty, and the internet worldwide. New York: Cambridge University Press.
Nwomeh, B., Lowell, W., Kable, R., Haley, K., & Ameh, E. (2006). History and development of trauma registry: Lessons from developed to developing countries. World Journal of Emergency Surgery, 1(1), 32.
Nykiforuk, C. I. J., & Flaman, L. M. (2011). Geographic information systems (GIS) for health promotion and public health: A review. Health Promotion Practice, 12(1), 63–73.
O’Sullivan, D. (2006). Geographical information science: Critical GIS. Progress in Human Geography, 30(6), 783–791.
Odero, W., Rotich, J., Yiannoutsos, C. T., Ouna, T., & Tierney, W. M. (2007). Innovative approaches to application of information technology in disease surveillance and prevention in Western Kenya. Journal of Biomedical Informatics, 40(4), 390–397.
O’Reilly, T. (2005). What is Web 2.0: Design patterns and business models for the next generation of software. http://oreilly.com/web2/archive/what-is-web-20.html. Accessed April 17, 2012.
Philippopoulos-Mihalopoulos, A. (2010). Law’s spatial turn: Geography, justice and a certain fear of space. Law, Culture and the Humanities, 7(2), 187–202.
Philo, C. (2009). Cultural turn. In R. M. Kitchin & N. Thrift (Eds.), International encyclopedia of human geography (pp. 442–450). Oxford: Elsevier.
Potvin, L., & Hayes, M. V. (2007). Place and health research in Canada. Canadian Journal of Public Health, 98(Suppl 1), S6–S7.
Rezaeian, M., Dunn, G., St Leger, S., & Appleby, L. (2007). Geographical epidemiology, spatial analysis and geographical information systems: A multidisciplinary glossary. Journal of Epidemiology and Community Health, 61(2), 98–102.
Rhoten, D., & Parker, A. (2004). Risks and rewards of an interdisciplinary research path. Science, 306(5704), 2046.
Rinner, C., Kessler, C., & Andrulis, S. (2008). The use of Web 2.0 concepts to support deliberation in spatial decision-making. Computers, Environment and Urban Systems, 32(5), 386–395.
Schuurman, N. (2000). Trouble in the heartland: GIS and its critics in the 1990s. Progress in Human Geography, 24(4), 569–590.
Schuurman, N., Hameed, S. M., Fiedler, R., Bell, N., & Simons, R. K. (2008). The spatial epidemiology of trauma: The potential of geographic information science to organize data and reveal patterns of injury and services. Canadian Journal of Surgery, 51(5), 389–395.
Schuurman, N., Cinnamon, J., Matzopoulos, R., Fawcett, V., Nicol, A., & Hameed, S. M. (2011). Collecting injury surveillance data in low- and middle-income countries: The cape town trauma registry pilot. Global Public Health, 6(8), 874–889.
Seeger, C. (2008). The role of facilitated volunteered geographic information in the landscape planning and site design process. GeoJournal, 72(3), 199–213.
Sieber, R. (2001). A PPGIScience? Cartographica, 38(3/4), 1–4.
Sieber, R. (2006). Public participation geographic information systems: A literature review and framework. Annals of the Association of American Geographers, 96(3), 491–507.
Silvertown, J. (2009). A new dawn for citizen science. Trends in Ecology & Evolution, 24(9), 467–471.
Smith, R., & Koehlmoos, T. P. (2011). Provision of health information for all. BMJ, 342(d4151), 1–2.
Soja, E. W. (2009). Taking space personally. In B. Warf & S. Arias (Eds.), The spatial turn: Interdisciplinary perspectives. London: Taylor & Francis.
Stefanidis, A., Crooks, A., & Radzikowski, J. (in press). Harvesting ambient geospatial information from social media feeds. GeoJournal. doi:10.1007/s10708-011-9438-2.
Stensgaard, A. S., Saarnak, C. F. L., Utzinger, J., Vounatsou, P., Simoonga, C., Mushinge, G., et al. (2009). Virtual globes and geospatial health: the potential of new tools in the management and control of vector-borne diseases. Geospatial Health, 3(2), 127–141.
Sui, D. Z. (2007). Geographic information systems and medical geography: Toward a new synergy. Geography Compass, 1(3), 556–582.
Sui, D. Z. (2011). Introduction: Strategic directions for the geographical sciences in the next decade. Professional Geographer, 63(3), 305–309.
Thompson, A. W., Prokopy, L. S., Floress, K., & Weinkauf, D. C. (2011). A method for incorporating community priorities into GIS: Challenges, choices, and directions for landscape planners. Landscape Journal, 30(2), 299–312.
Thrift, N. (2002). The future of geography. Geoforum, 33(3), 291–298.
Tulloch, D. (2008). Is VGI participation? From vernal pools to video games. GeoJournal, 72(3), 161–171.
Turner, A. (2006). Introduction to Neogeography. Available at: http://oreilly.com/catalog/9780596529956/cover.html. O’Reilly.
United Nations. (2011). The millennium development goals report 2011. New York: UN.
Warden, C., Sahni, R., & Newgard, C. (2010). Geographic cluster analysis of injury severity and hospital resource use in a regional trauma system. Prehospital Emergency Care, 14(2), 137–144.
Warf, B., & Arias, S. (2009). Introduction: The reinsertion of space into the social sciences and humanities. In B. Warf & S. Arias (Eds.), The spatial turn: Interdisciplinary perspectives. London: Taylor & Francis.
Wiersma, Y. F. (2010). Birding 2.0: Citizen science and effective monitoring in the Web 2.0 world. Avian Conservation and Ecology, 5(2), 13–23.
World Health Organization. (2007). Everybody’s business: Strengthening health systems to improve health outcomes WHO’s framework for action. Geneva: WHO.
World Health Organization. (2008). World Health Organization—Integrated disease surveillance and response. http://www.who.int/countries/eth/areas/surveillance/en/index.html. Accessed June 24, 2008.
Acknowledgments
This research was funded by a Social Sciences and Humanities Research Council (SSHRC) Standard Research Grant. Additional research support for Cinnamon was provided by a SSHRC Canada Graduate Scholarship doctoral award. Schuurman is also supported by a career award from the Michael Smith Foundation for Health Research (MSFHR). We are grateful to Groote Schuur Hospital in Cape Town for collaboration opportunities and assistance on this project.
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Cinnamon, J., Schuurman, N. Confronting the data-divide in a time of spatial turns and volunteered geographic information. GeoJournal 78, 657–674 (2013). https://doi.org/10.1007/s10708-012-9458-6
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DOI: https://doi.org/10.1007/s10708-012-9458-6