Modifiable areal unit problem
The modifiable areal unit problem (MAUP) is a source of statistical bias that can radically affect the results of statistical hypothesis tests. It affects results when point-based measures of spatial phenomena (e.g., population density) are aggregated into districts. The resulting summary values (e.g., totals, rates, proportions) are influenced by the choice of district boundaries. For example, census data may be aggregated into census enumeration districts, or postcode areas, or police precincts, or any other spatial partition (thus, the "areal units" are "modifiable").
The issue was recognized in 1934[1] and later described in detail by Stan Openshaw, who lamented that "the areal units (zonal objects) used in many geographical studies are arbitrary, modifiable, and subject to the whims and fancies of whoever is doing, or did, the aggregating."[2]
See also
General topics
Specific applications
Notes
References
- Gehlke, C. E.; Biehl, Katherine (March 1934). "Certain effects of grouping upon the size of the correlation coefficient in census tract material". Journal of the American Statistical Association. 29 (185A): 169–170. doi:10.2307/2277827.
- Openshaw, Stan (1983). The modifiable areal unit problem. Norwick: Geo Books. ISBN 0860941345. OCLC 12052482.
Further reading
- Cressie, Noel A (1996). "Change of support and the modifiable areal unit problem". Geographical Systems. 3 (2–3): 159–180.
- Holt, David; Steel, David; Tranmer, Mark; Wrigley, Neil (July 1996). "Aggregation and ecological effects in geographically based data" (PDF). Geographical Analysis. 28 (3): 244–261. doi:10.1111/j.1538-4632.1996.tb00933.x.
- Horner, Mark W.; Murray, Alan T. (January 2002). "Excess commuting and the modifiable areal unit problem" (PDF). Urban Studies. 39 (1): 131–139. doi:10.1080/00420980220099113.
- Kwan, Mei-Po (2012). "The uncertain geographic context problem" (PDF). Annals of the Association of American Geographers. 102 (5): 958–968. doi:10.1080/00045608.2012.687349.
- Menon, Carlo (March 2012). "The bright side of MAUP: defining new measures of industrial agglomeration" (PDF). Papers in Regional Science. 91 (1): 3–28. doi:10.1111/j.1435-5957.2011.00350.x.
- Unwin, David J (December 1996). "GIS, spatial analysis and spatial statistics" (PDF). Progress in Human Geography. 20 (4): 540–551. doi:10.1177/030913259602000408.
- Wong, David (2009). "The modifiable areal unit problem (MAUP)". In Fotheringham, A Stewart; Rogerson, Peter. The SAGE handbook of spatial analysis. Los Angeles: Sage. pp. 105–124. ISBN 9781412910828. OCLC 85898184.
- Wrigley, Neil (1995). "Revisiting the modifiable areal unit problem and the ecological fallacy". In Cliff, Andrew D. Diffusing geography: essays for Peter Haggett. The Institute of British Geographers special publications series. 31. Oxford; Cambridge, MA: Blackwell. pp. 123–181. ISBN 0631195343. OCLC 30895028.
- Zhang, Ming; Kukadia, Nishant (January 2005). "Metrics of urban form and the modifiable areal unit problem". Transportation Research Record: Journal of the Transportation Research Board. 1902: 71–79. doi:10.3141/1902-09.