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Published in: BMC Public Health 1/2015

Open Access 01-12-2015 | Review

Urban health indicators and indices—current status

Authors: Richard Rothenberg, Christine Stauber, Scott Weaver, Dajun Dai, Amit Prasad, Megumi Kano

Published in: BMC Public Health | Issue 1/2015

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Abstract

Though numbers alone may be insufficient to capture the nuances of population health, they provide a common language of appraisal and furnish clear evidence of disparities and inequalities. Over the past 30 years, facilitated by high speed computing and electronics, considerable investment has been made in the collection and analysis of urban health indicators, environmental indicators, and methods for their amalgamation. Much of this work has been characterized by a perceived need for a standard set of indicators. We used publication databases (e.g. Medline) and web searches to identify compilations of health indicators and health metrics. We found 14 long-term large-area compilations of health indicators and determinants and seven compilations of environmental health indicators, comprising hundreds of metrics. Despite the plethora of indicators, these compilations have striking similarities in the domains from which the indicators are drawn—an unappreciated concordance among the major collections. Research with these databases and other sources has produced a small number of composite indices, and a number of methods for the amalgamation of indicators and the demonstration of disparities. These indices have been primarily used for large-area (nation, region, state) comparisons, with both developing and developed countries, often for purposes of ranking. Small area indices have been less explored, in part perhaps because of the vagaries of data availability, and because idiosyncratic local conditions require flexible approaches as opposed to a fixed format. One result has been advances in the ability to compare large areas, but with a concomitant deficiency in tools for public health workers to assess the status of local health and health disparities. Large area assessments are important, but the need for small area action requires a greater focus on local information and analysis, emphasizing method over prespecified content.
Literature
1.
go back to reference Bryant J. Health and the Developing World. Ithaca and London: Cornell University Press; 1969. Bryant J. Health and the Developing World. Ithaca and London: Cornell University Press; 1969.
2.
go back to reference Harbison F, Myers CA. Education, manpower, and economic growth. New York: McGraw-Hill; 1964. Harbison F, Myers CA. Education, manpower, and economic growth. New York: McGraw-Hill; 1964.
4.
go back to reference Vidaurre-Arenas M, Martinez-Piedra R. Health metrics network: a global partnership to improve access to information for health care practitioners and policy makers. Epidemiol Bull. 2005;26(2):1–8.PubMed Vidaurre-Arenas M, Martinez-Piedra R. Health metrics network: a global partnership to improve access to information for health care practitioners and policy makers. Epidemiol Bull. 2005;26(2):1–8.PubMed
5.
go back to reference Schneider MC, Castillo-Salgado C, Bacallao J, Loyola E, Mujica OJ, Vidaurre-Arenas M, et al. Métodos de medición de las desigualdades de salud. Rev Panam Salud Publica. 2002;12(6):398–415.CrossRefPubMed Schneider MC, Castillo-Salgado C, Bacallao J, Loyola E, Mujica OJ, Vidaurre-Arenas M, et al. Métodos de medición de las desigualdades de salud. Rev Panam Salud Publica. 2002;12(6):398–415.CrossRefPubMed
6.
go back to reference Schneider MC, Castillo-Salgado C, Bacallao J, Loyola E, Mujica OJ, Vidaurre-Arenas M, et al. Methods for measuring health inequalities (Part I). Epidemiol Bull. 2004;25(2):12–4. Schneider MC, Castillo-Salgado C, Bacallao J, Loyola E, Mujica OJ, Vidaurre-Arenas M, et al. Methods for measuring health inequalities (Part I). Epidemiol Bull. 2004;25(2):12–4.
7.
go back to reference Schneider MC, Castillo-Salgado C, Bacallao J, Loyola E, Mujica OJ, Vidaurre-Arenas M, et al. Methods for measruing health inequalities (Part II). Epidemiol Bull. 2005;26(1):5–10. Schneider MC, Castillo-Salgado C, Bacallao J, Loyola E, Mujica OJ, Vidaurre-Arenas M, et al. Methods for measruing health inequalities (Part II). Epidemiol Bull. 2005;26(1):5–10.
8.
go back to reference Schneider MC, Castillo-Salgado C, Bacallao J, Loyola E, Mujica OJ, Vidaurre-Arenas M, et al. Methods for measuring health inequalities (Part III). Epidemiol Bull. 2005;26(2):12–5.PubMed Schneider MC, Castillo-Salgado C, Bacallao J, Loyola E, Mujica OJ, Vidaurre-Arenas M, et al. Methods for measuring health inequalities (Part III). Epidemiol Bull. 2005;26(2):12–5.PubMed
9.
go back to reference Mackenbach JP, Kunst A. Measuring the magnitude of socio-economic inequalities in health: and overview of available measures illustrated with two examples from Europe. Soc Sci Med. 2010;44(6):757–71.CrossRef Mackenbach JP, Kunst A. Measuring the magnitude of socio-economic inequalities in health: and overview of available measures illustrated with two examples from Europe. Soc Sci Med. 2010;44(6):757–71.CrossRef
10.
go back to reference Houweling TAJ, Kunst AE, Mackenbach JP. World Health Report 2000: inequality index and socioeconomic inequalities in mortality. Lancet. 2001;357:1671–2.CrossRefPubMed Houweling TAJ, Kunst AE, Mackenbach JP. World Health Report 2000: inequality index and socioeconomic inequalities in mortality. Lancet. 2001;357:1671–2.CrossRefPubMed
11.
go back to reference Handcock M, Morris M. Relative distribution methods. Sociol Methodol. 1998;28:53–97.CrossRef Handcock M, Morris M. Relative distribution methods. Sociol Methodol. 1998;28:53–97.CrossRef
12.
go back to reference Handcock M, Morris M. Relative distribution methods in the social sciences. New York: Springer-Verlag, Inc.; 1999. Handcock M, Morris M. Relative distribution methods in the social sciences. New York: Springer-Verlag, Inc.; 1999.
15.
16.
go back to reference Etches V, Frank J, DiRuggiero E, Manuel D. Measuring population health: a review of indicators. Annu Rev Public Health. 2006;27:29–55.CrossRefPubMed Etches V, Frank J, DiRuggiero E, Manuel D. Measuring population health: a review of indicators. Annu Rev Public Health. 2006;27:29–55.CrossRefPubMed
17.
18.
go back to reference Fleischer NL, Diez-Roux A. Using directed acyclic graphs to guide analyses of neighbourhood health effects: an introduction. J Epidemiol Community Health. 2007;62:842–6.CrossRef Fleischer NL, Diez-Roux A. Using directed acyclic graphs to guide analyses of neighbourhood health effects: an introduction. J Epidemiol Community Health. 2007;62:842–6.CrossRef
21.
go back to reference Nardo M, Saisana M, Saltelli A, Tarantola S, Hoffman A, Giovannini E. Handbook on constructing composite indicators: methodology and user guide. OECD Statistics Working Papers, 2005/3, OECD Publishing 2005. Nardo M, Saisana M, Saltelli A, Tarantola S, Hoffman A, Giovannini E. Handbook on constructing composite indicators: methodology and user guide. OECD Statistics Working Papers, 2005/3, OECD Publishing 2005.
23.
go back to reference Saisana J, Saltelli A, Tarantola S. Uncertainty and sensitivity analysis techniques as tools for the quality assessment of composite indicators. J R Stat Soc A. 2005;168(Part 2):307–23.CrossRef Saisana J, Saltelli A, Tarantola S. Uncertainty and sensitivity analysis techniques as tools for the quality assessment of composite indicators. J R Stat Soc A. 2005;168(Part 2):307–23.CrossRef
24.
go back to reference Saltelli A, Funtowicz S. The precautionary principle: implications for risk management strategies. Int J Occup Med Environ Health. 2004;17(1):47–57.PubMed Saltelli A, Funtowicz S. The precautionary principle: implications for risk management strategies. Int J Occup Med Environ Health. 2004;17(1):47–57.PubMed
26.
go back to reference Paruolo P, Saisana M, Saltelli A. Ratings and rankings: voodoo or science? J R Stat Soc. 2012;176(3):609–34.CrossRef Paruolo P, Saisana M, Saltelli A. Ratings and rankings: voodoo or science? J R Stat Soc. 2012;176(3):609–34.CrossRef
28.
go back to reference Munda G. Social multi-criteria evaluation: methodological foundations and operational consequences. Eur J Oper Res. 2004;158:662–77.CrossRef Munda G. Social multi-criteria evaluation: methodological foundations and operational consequences. Eur J Oper Res. 2004;158:662–77.CrossRef
29.
go back to reference Saltelli A, Tarantola S, Chan K. A role for sensitivity analysis in presenting the results from MCDA studies to decision makers. J Multi Crit Decis Anal. 1999;8(3):139–45.CrossRef Saltelli A, Tarantola S, Chan K. A role for sensitivity analysis in presenting the results from MCDA studies to decision makers. J Multi Crit Decis Anal. 1999;8(3):139–45.CrossRef
46.
go back to reference Wolman HL, Ford CC, Hill E. Evaluating the success of urban success stories. Urban Studies. 1994;31(6):835–50.CrossRef Wolman HL, Ford CC, Hill E. Evaluating the success of urban success stories. Urban Studies. 1994;31(6):835–50.CrossRef
48.
go back to reference Atkinson AB. On the measurement of inequality. J Econ Theory. 1970;2:244–63.CrossRef Atkinson AB. On the measurement of inequality. J Econ Theory. 1970;2:244–63.CrossRef
51.
go back to reference Townsend P. Deprivation. Int Soc Pol. 1987;16(2):125–48. Townsend P. Deprivation. Int Soc Pol. 1987;16(2):125–48.
52.
go back to reference Carstairs V, Morris R. Deprivation: explaining differences in mortality between Scotland and England and Wales. Br Med J. 1989;299(6704):886–9.CrossRef Carstairs V, Morris R. Deprivation: explaining differences in mortality between Scotland and England and Wales. Br Med J. 1989;299(6704):886–9.CrossRef
53.
54.
go back to reference Jarman B. Identification of underprivileged areas. Br Med J. 1983;286:1705–9.CrossRef Jarman B. Identification of underprivileged areas. Br Med J. 1983;286:1705–9.CrossRef
56.
go back to reference Messer LC, Laraia BA, Kaufman JS, Eyster J, Holzman C, Culhane JEI, et al. The development of a standardized neighborhood deprivation index. J Urban Health. 2006;83(6):1041–62.CrossRefPubMedPubMedCentral Messer LC, Laraia BA, Kaufman JS, Eyster J, Holzman C, Culhane JEI, et al. The development of a standardized neighborhood deprivation index. J Urban Health. 2006;83(6):1041–62.CrossRefPubMedPubMedCentral
57.
go back to reference Rey G, Jougla E, Fouillet A, Hemon D. Ecological association between a deprivation index and mortality in France over the period 1997 – 2001: variations with spatial scale, degree of urbanicity, age, gender and cause of death. BMC Public Health. 2009;9. doi:10.1186/1471-2458-9-33. Rey G, Jougla E, Fouillet A, Hemon D. Ecological association between a deprivation index and mortality in France over the period 1997 – 2001: variations with spatial scale, degree of urbanicity, age, gender and cause of death. BMC Public Health. 2009;9. doi:10.1186/1471-2458-9-33.
58.
go back to reference Kaltenthaler E, Maheswaran R, Beverley C. Population-based health indexes: a systematic review. Health Policy. 2004;68(2):245–55.CrossRefPubMed Kaltenthaler E, Maheswaran R, Beverley C. Population-based health indexes: a systematic review. Health Policy. 2004;68(2):245–55.CrossRefPubMed
59.
go back to reference Shane AM, Graedel TE. Urban environmental sustainability metrics: a provisional set. J Environ Plann Manage. 2000;43(5):643–63.CrossRef Shane AM, Graedel TE. Urban environmental sustainability metrics: a provisional set. J Environ Plann Manage. 2000;43(5):643–63.CrossRef
60.
go back to reference Stephens C, Akerman M, Avle S, Maia PB, Companario P, Doe B, et al. Urban equity and urban health: using existing data to understand inequalities in health and environment in Accra, Ghana and Sao Paulo, Brazil. Environ Urban. 1997;9:181–202.PubMed Stephens C, Akerman M, Avle S, Maia PB, Companario P, Doe B, et al. Urban equity and urban health: using existing data to understand inequalities in health and environment in Accra, Ghana and Sao Paulo, Brazil. Environ Urban. 1997;9:181–202.PubMed
61.
go back to reference Rothenberg RB, Weaver SR, Dai D, Stauber C, Prasad A, Kano M. A flexible urban health index for small area disparities. J Urban Health. 2014;91(5):823–35.CrossRefPubMedPubMedCentral Rothenberg RB, Weaver SR, Dai D, Stauber C, Prasad A, Kano M. A flexible urban health index for small area disparities. J Urban Health. 2014;91(5):823–35.CrossRefPubMedPubMedCentral
62.
go back to reference Spielman SE, Yoo EH. The spatial dimensions of neighborhood effects. Soc Sci Med. 2009;68:1098–105.CrossRefPubMed Spielman SE, Yoo EH. The spatial dimensions of neighborhood effects. Soc Sci Med. 2009;68:1098–105.CrossRefPubMed
63.
go back to reference Pruss-Ustun A, Corvalan C. How much disease burden can be prevented by environmental interventions? Epidemiology. 2007;18(1):167–78.CrossRefPubMed Pruss-Ustun A, Corvalan C. How much disease burden can be prevented by environmental interventions? Epidemiology. 2007;18(1):167–78.CrossRefPubMed
64.
go back to reference Pruss-Ustun A, Bonjour S, Corvalan C. The impact of the environment on health by country: a meta-synthesis. Environmental Health 2008;7(7). doi:10.1186/1476-069X-7-7. Pruss-Ustun A, Bonjour S, Corvalan C. The impact of the environment on health by country: a meta-synthesis. Environmental Health 2008;7(7). doi:10.1186/1476-069X-7-7.
65.
go back to reference Corvalan C, Briggs D, Zielhuis G. Decision-making in Environmental Health. London: Taylor & Francis Group; 2000.CrossRef Corvalan C, Briggs D, Zielhuis G. Decision-making in Environmental Health. London: Taylor & Francis Group; 2000.CrossRef
67.
go back to reference Lawrence RJ. Urban environmental health indicators: appraisal and policy directives. Rev Environ Health. 2008;23(4):299–326.CrossRefPubMed Lawrence RJ. Urban environmental health indicators: appraisal and policy directives. Rev Environ Health. 2008;23(4):299–326.CrossRefPubMed
68.
go back to reference Purciel M, Neckerman KM, Lovasi GS, Quinn JW, Weiss C, Bader MDM et al. Creating and validating GIS measures of urban design for health research. J Environ Psychol. 2009;29:457–66.CrossRefPubMedPubMedCentral Purciel M, Neckerman KM, Lovasi GS, Quinn JW, Weiss C, Bader MDM et al. Creating and validating GIS measures of urban design for health research. J Environ Psychol. 2009;29:457–66.CrossRefPubMedPubMedCentral
69.
go back to reference Angeles G, Lance P, Barden-O’Fallon J, Islam N, Mahbub AQM, Nazem NI. The 2005 census and mapping of slums in Bangladesh: Design, select results and application. International J Health Geographics 2009;8(32). doi:10.1186/1476-072X-8-32. Angeles G, Lance P, Barden-O’Fallon J, Islam N, Mahbub AQM, Nazem NI. The 2005 census and mapping of slums in Bangladesh: Design, select results and application. International J Health Geographics 2009;8(32). doi:10.1186/1476-072X-8-32.
70.
go back to reference Maroko AR, Maantay JA, Sohler NL, Grady KL, Arno PS. The complexities of measuring access to parks and physical activity sites in New York City: A quantitative and qualitative approach. International Journal of Health Geographics 2009;8(34). doi:10.1186/1476-072X-8-34. Maroko AR, Maantay JA, Sohler NL, Grady KL, Arno PS. The complexities of measuring access to parks and physical activity sites in New York City: A quantitative and qualitative approach. International Journal of Health Geographics 2009;8(34). doi:10.1186/1476-072X-8-34.
71.
go back to reference Clarke P, Ailshire J, Melendez R, Bader M, Morenoff J. Using Google Earth to conduct a neighborhood audit: reliability of a virtual audit instrument. Health Place. 2010;16:1224–9.CrossRefPubMedPubMedCentral Clarke P, Ailshire J, Melendez R, Bader M, Morenoff J. Using Google Earth to conduct a neighborhood audit: reliability of a virtual audit instrument. Health Place. 2010;16:1224–9.CrossRefPubMedPubMedCentral
72.
go back to reference Badland H, Whitzman C, Lowe M, Davern M, Aye L, Butterworth I, et al. Urban liveability: emerging lessons from Australia for exploring the potential for indicators to measure the social determinants of health. Soc Sci Med. 2014;111:64–73.CrossRefPubMed Badland H, Whitzman C, Lowe M, Davern M, Aye L, Butterworth I, et al. Urban liveability: emerging lessons from Australia for exploring the potential for indicators to measure the social determinants of health. Soc Sci Med. 2014;111:64–73.CrossRefPubMed
73.
go back to reference Villanueva K, Badland H, Hooper P, Koohsari MJ, Movoa S, Davern M, et al. Developing indicators of public open space to promote health and well being in communities. Appl Geogr. 2015;57:112–9.CrossRef Villanueva K, Badland H, Hooper P, Koohsari MJ, Movoa S, Davern M, et al. Developing indicators of public open space to promote health and well being in communities. Appl Geogr. 2015;57:112–9.CrossRef
Metadata
Title
Urban health indicators and indices—current status
Authors
Richard Rothenberg
Christine Stauber
Scott Weaver
Dajun Dai
Amit Prasad
Megumi Kano
Publication date
01-12-2015
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2015
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-015-1827-x

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