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| Dorling, D. (1991) The Visualization of Spatial Structure, PhD Thesis, Department of Geography, University of Newcastle upon Tyne | ||||||||||||||||
Chapter 5: Transforming the Mosaic
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The 1971 and 1981 census geographies were linked at the enumeration district (ED) level. The majority of ED boundaries had not changed or were nearly identical, but in some places substantial alterations had occurred, for instance: where a new town had been built or old estate pulled down. The use of the "census tracts" designed by OPCS has been found to be far from adequate by McKee (1989). An alternative, far more flexible solution was devised. Only enumeration district centroids were known for each set of roughly 130,000 points. Two 2D tree data structures were built and the closest 1981 district to each 1971 found, and visa versa. Thus every ED in each set was connected to at least one in the other - but could be connected to any number, if required. Counts could then be compared. |
Figure 14: Linking the Censuses
| The following tables show how often a one to one link is achieved, and how it is unnecessary to combine up to 98 EDs in places (as is done with census tracts), when this approach is taken. Links Between 1971 and 1981 Enumeration Districts
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Figure 15: How Closely Connected?
Observed change (O) can be measured in many ways between two times (T) and many places (i). For instance |
Figure 16: Measuring the Changes
69 [a] It can be claimed that in abstract terms:
Our maps are in one sense diagrams of geographic systems and their evolution. Many of them are — or were — cartographically communicated theories about global or regional geographic systems of resources and settlement. Many time series of maps are in one sense statements of theories, in cartographic language, about geographic development processes, about the functioning and the past and future evolution of some global or regional geographic system. Interpretations of the map patterns involve logical interpolation or extrapolation from mapped observations, in both space and time. Distinctively geographic models are also cartographic generalizations. As four-dimensional descriptions of the geographic evolution of resource and settlement systems, time series of maps are a fundamental element of geographical explanation. [Borchert J.R. 1987 p.388]
[b] But there is a paradox inherent in trying to show change between censuses:
Change in the context of the census occurs from one census to another through the necessity to illustrate the conditions present at the time of the census; therefore there is a distinct conflict between maintaining consistency from one census to another and the attempt to mirror relevant current conditions. The paradox is that the greater the real change which occurs between the censuses, then the greater the change that is required in terms of census questions, variable definitions, classifications, and geographical bases in order to reflect the changed conditions and hence the greater the difficulty in comparing the censuses in order to measure such change. [McKee C. 1989 p.3]
70 [a] Colour has been used, in this dissertation to show the time dimension in an illustration of population change between 1961 and 1991 (see Print CLV):
Perhaps the greatest potential is the time dimension. Maps are static views, and require corresponding approaches to data collection and map production. Electronic communication allows instantaneous distribution from one, continuously updated authority. The implications of this technical change extend not only to the way the data are viewed, but also to the way they are collected, and the infrastructure which has grown up around data collection. The decennial census, for example, was a solution to the problems of data collection and dissemination of the mid-19th century. Yet we have only the vaguest notions of how to exploit the new technology in this area; our perceptual systems are so geared to conventional display that we find it difficult, for example, to conceive of color being used to show the time dimension, or of how to structure and store time-dependent data in an efficient manner. [Goodchild M.F. 1988 p.318]
[b] Many minor nuances must be included when calculating the change between censuses:
Perhaps most fundamentally, the 1981 Census was taken on the night of 5 April (before Easter and out of term for higher education institutions) and the 1971 Census was taken on 25 April (after Easter and in term for higher educational institutions). In towns where the number of holiday-makers and students cause seasonal fluctuations in the size of the population, this three-week difference is likely to have some impact on the results obtained. [Norris P. & Mounsey H.M. 1983 p.276]
[c] Obtaining change information for high resolution mapping is difficult:
Finally, OPCS have not treated dealing with change at all seriously, at least compared to their treatment of the standard ‘snapshot’ census data. Additionally (and perhaps understandably in view of the problems of change statistics), little importance has been attached to local (less than district) level analyses. [McKee C.H. 1989 p.432]
71 [a] A policy of aggregating areas can prevent a proper study of geographical change:
The largest tract in the region, in terms of 1971 and 1981 EDs, occurred in the district of Bracknell in Berkshire, with 98 1981 EDs and 60 1971 EDs combining to form this comparable ‘small’ area (as defined by OPCS). This tract is therefore a good example of an area in which great change is taking place, but which — as a consequence — permits the least local study in the region of this change, due to the large size of the tract. [McKee C. 1989 p.4]
[b] Constituency boundaries are regularly redrawn:
The very poor correspondence between constituency and local government boundaries has arisen partly because the present constituency boundaries, which were first used in the February 1974 general election, were based on the ‘old’ set of local government areas. Normally constituency boundaries would coincide with counties and standard regions. However the current situation will continue until the next boundary revision is implemented. [Population Statistics Division, OPCS 1979 p.19]
[c] The approach adopted in this work could cope with the fine scale enumeration district study of census change over two decades:
Presumably, without comparable small areas and their related and comparable statistics, measuring local change between the 1981 and 1991 Censuses will necessitate the aggregation of EDs into comparable small areas between 1981 and 1991 by the user, where datasets permit. Comparison of change between the 1971, 1981 and 1991 Censuses to cover the 2 decades of change will, therefore, only be possible on a ‘supertract’ basis, by aggregating tracts comparable between 1971 and 1981 to areas comparable with the 1991 Census. This will reduce the amount of local detail considerably and, in areas of great change, such as the largest 1971/1981 tract in the region (made up of 98 1981 EDs) will certainly not facilitate a better understanding of change. [McKee C. 1989 p.19]
72 [a] The desire to aggregate as the time scale is extended must also be resisted:
Quite clearly the analysis of social change must incorporate a time dimension and quite often involves a complex interplay between several processes and between different levels of aggregation. Techniques to permit such complicated analysis are increasingly being developed and demographic research has become much richer through intelligent use of these approaches. [Hobcraft J. & Joshi H. 1989 p.11]
[b] Change can be very different at different scales:
It will be apparent ... that the relative significance of the different types of population change varies with the scale of analysis. Although decelerating increase is the most frequent type at regional, county and district level, accelerating decrease is just as common at county and district level but also occurs in three regions. In addition, the diversity of types increases with the reduction in scale of analysis, so that the pattern at district level is very much more complicated than at county and regional level; in particular the percentage frequency of types of population increase is much greater at district level than regional level. [Mounsey H. & Clarke J.I. 1981 p.6-7]
[c] Textual description of change can also be very elusive as a result of generalization:
The inadequately described have moved almost exclusively into the council sector. [Hamnett C. 1987 p.548]
73 [a] It should be possible to see the regional pattern through the local picture:
With the exception of the South East, in all regions containing a metropolitan county the balance of migration both in 1971 and in 1981 was outward; and in all the remaining regions it was inward. [Brant J. 1984 p.28]
[b] Again, contradictions are found in Inner London’s geography:
In central London in particular, however, things are not quite so clear-cut as groups of tracts with high percentage population increases lie side-by-side with groups of tracts which recorded high population decreases. [McKee C.H. 1989 p.198]
[c] Ward boundaries can be redrawn as often as every three years:
The most extreme examples are a new ward in the Isle of Dogs with a zero population in 1971 but 5,400 in 1981; and a ward in Bracknell district with a population of 3 in 1971 but 8,700 in 1981. [Craig J. 1988 p.9]
[d] Changing the scale changes the picture:
The City of London was the only London borough to increase in population during the 1970s yet it is precisely this district in which a number of tracts experienced some of the greatest decreases in population in the region during this period. [McKee C.H. 1989 p.201]
74 [a] The following is the first of three quotations which show how many times the same phenomenon can be independently recognised if it is clear enough:
The lowest mobility rate within a region was found in Wales (65); all other such rates were between 70 and 80. [Brant J. 1984 p.24]
[b] It is interesting to see how the numbers alter, but the picture remains the same:
The five districts with the lowest mobility rates per 1,000 total population are all in South Wales and include Afan (50) and Rhondda (56). Since many districts in this area also had particularly low rates in 1971 there seem to be local influences which reduce mobility as compared to other parts of the country. There may be a greater reluctance to move, associated with a strong community and family spirit, as well as problems in finding local employment and in obtaining accommodation. [Devis T. 1983 p.17-18]
[c] Slight spatial inconsistencies can still be found, however:
Rees (1978) has depicted the reluctance of population in one such community, the Upper Afan Valley in South Wales, to resort to labour migration. Interestingly, the valley’s neighbouring MELA, Rhondda, has the nation’s lowest per capita migration inflows and outflows. [Kennett S.R. 1983 p.223]
75 [a] The calculation of some census change variables is not totally reliable:
OPCS (1984) considered the change in the classifications of country of birth (factor H, appendix 3) to have “relatively little effect” on the measurement of change from 1971 to 1981. Even if this is so (and there are no means to prove it), a number of other factors — as appendix 4 indicates — affect the statistical comparability of these figures, one of which was a change in the editing procedures (factor I, appendix 3) from 1971 to 1981. OPCS (1984) considered that, in general, the effects of these would be lower than those caused by differences in the population base. [McKee C. 1989 p.11]
[b] Changes in migration can cause changes in the geography of voting:
For a long time this immigration was not regarded as being of any political significance, but as the 1950s passed the level of immigration and public unease increased. It was reflected at the national level by some members of the Conservative Party, and at the regional and local level by some Conservative Party associations and individual candidates in local elections. The most notable impact, however, was felt in the 1964 general election in Birmingham and the West Midlands. [Busteed M.A. 1975 p.49]
[c] While in the geography of employment:
The Black population of Britain is locked into an allocative system that seems bound to produce an increased polarization of native and immigrant populations. The forces that drew them into the economy are the same forces that are producing an increased isolation of the Black population. They came to fill gaps created by an upward mobility of the White population in the employment structure and they settled in gaps left in the urban structure by the outward geographical mobility of the White population. [Peach C. 1982 p.40]
76 [a] The simple view of a North/South divide is challenged by the spatial reality:
The use of unemployment as a convenient indicator of economic health is not new in this area of work. However, these studies have been given a new significance by two recent developments. The first arises from the growing realization that the simple division of the country into the “peripheral” slow-growing assisted areas contrasted with the more bouyant economics of the “core” areas of the South and the West Midlands is no longer tenable, and is unlikely to regain its former power in an era of rising national unemployment and slow or negative economic growth. [Frost M. & Spence N. 1981 p.7]
[b] Employment and unemployment levels are related, but not directly:
While employment trends in London have thus been dissimilar to those in other parts of the country, including the rest of southern England, changes in unemployment have tended to follow national trends rather closely, if with somewhat smaller fluctuations. The long-term decline in employment in London — which goes against the national trend — and the even sharper decline in inner areas have come about without a significant upward shift in London’s unemployment. [Buck N., Gordon I., Young K., Ermish J. & Mills L. 1986 p.180]
[c] The ward level shows us what is affecting individual people’s lives most precisely:
Analysis of trends over the 1980s points to a continuation of wide differences between the least and most privileged wards. Unemployment differentials have widened, even in the most recent period when the average level has fallen. [Congdon P. 1989 p.489-490]
[d] The doughnut which is clearly and repeatedly seen in the cartograms has been previously identified:
Particularly impressive is the “doughnut” of employment growth located at a radius of 50-140km from central London, which includes successful New and Expanded Towns such as Milton Keynes and Basingstoke, and Winchester, a county town which has gained from the growth of public services and from being at the centre of a region of rapid economic growth. [Champion A.G., Green A.E., Owen D.W., Ellin D.J. & Coombes M.G. 1987 p.63]
77 [a] Housing links the human geography of people to the physical geography of land:
Patterns of housing tenure in the conurbation are therefore a key element in the social geography of London and provide a social link between the built environment (the physical structure of London) and the social environment (the social structure of London in its spatial context). [Shepherd J., Westaway J. and Lee T. 1974 p.32]
[b] There is a debate as to how much polarization and segregation is due to the structure of housing provision:
By comparison of the standardised indices with the unstandardised indices ... it may be concluded that most of the segregation process operates through the housing market. The deviations from 1.00 (excepting the other group) do not exceed what one should expect from rounding errors. [Berge E. 1988 p.977]
[c] Some of the reasons for the collapse in the London housing market were foreseen:
Bramley and Paice (1987) have calculated that, even assuming that potential buyers can raise a 95 per cent mortgage on three times their income, one in three families living in the South East cannot afford to enter owner-occupation. [Hamnett C. 1989 p.111]
[d] Many people are forced to live where they do — while others can choose where to live:
A rational choice model is clearly oversimplified: the idea that couples have a free choice between sectors is — in both senses of the word — untenable: access to different types of housing is determined by “constraint” as well as “choice” (Rex and Moore, 1967). In Duesenberry’s words if “economics is all about how people make choices, sociology is all about why they don’t have any choices to make” (1960, p.233). For many, the idea of a free choice in housing is a sick joke, especially amongst the unemployed, those in insecure jobs, and for many in high house-price areas. [Murphy M. J. 1989 p.101]
[e] It is also interesting to see where most social housing is now required:
A much larger chunk of provision should be allocated to non-metropolitan areas in the south of England, and to housing associations and other agencies operating in these areas. Relatively little additional provision is warranted in the midlands and the north, areas which in the past have received substantial provision. [Bramley G. 1991 p.73]
78 [a] The first election shown in the series analysed here occurred in 1955:
It may be hard to believe nowadays, but during the 1955 general election campaign television news broadcasts made no references whatsoever to the election because the broadcasting authorities feared they would be in breach of laws regulating the conducts of elections. [Denver D. 1989 p.50]
[b] A great change can be seen in the image of February, 1974:
The February 1974 election was one of the most peculiar, and perhaps one of the most important, in British electoral history; it will be discussed more fully in the following section. It was called as a referendum on a specific policy issue for the first time since Stanley Baldwin did so — also unsuccessfully — over the tariff issue in 1923. As all know, the election not only stimulated the highest voter turnout since 1951, but also a mass exodus from both major parties — towards the Liberals in England and the Scottish Nationalists north of the Tweed. [Burnham W.D. 1978 p.280]
[c] The beginnings of transition were widely recognised at the time:
The electoral change in February 1974 was therefore quite exceptional, not simply in magnitude but also in direction: the British pendulum stopped swinging. [Crewe I., Särlvik B. & Alt J. 1977 p.132]
[d] The ratchet was also seen to slip in both 1959 and 1983:
The decline of loyalism within both major UK parties in the 1970s is well attested. Less obvious is the slip in support of 1959, linked to the resurgence of the Liberals in that year. [Budge I. and Farlie D.J. 1983 p.126]
[e] The implications of the changing geography of voting have been quickly realised:
A feature of voting behaviour in Britain in recent years has been the increasing volatility of the electorate, with a growing proportion prepared to shift allegiance between elections. [Johnston R. & Pattie C. 1989 p.241]
[f] Instability exists in a superficially increasingly stable electoral system:
If the socio-economic class cleavage basis of our present-day two-party system does in fact develop into a more even geographical distribution of partisan support, then in the last stage of the developmental model of bias the voter proportion distribution is symmetric and has a low variance. In terms of our beta-binomial model, intra-constituency variance gains in relative importance as the inter-constituency variance of the voter proportion distribution declines. The result will be large non-partisan ‘winner’s biases’ producing an increasingly less stable parliamentary system. [Gudgin G. & Taylor P.J. 1973 p.23]
79 [a] Only very simple electoral change can be shown on a single map:
Third, few maps have been constructed to show electoral trends on one map. This can only be done when constituency boundaries remain unchanged, but even when this condition is present too many results are simply presented as a series of maps for each election. For example, Adam failed to devise a map which showed electoral trends in France during the period 1947-62 even though the electoral boundaries remained unchanged. Trends in the pattern of election results can be shown by a bar-graph for each unit, where each bar represents one election and its length is proportionate to the percentage of votes obtained by the successful candidate. Electoral results in Belfast during the period 1920-1957 have been mapped this way. [Prescott J.R.V. 1969 p.382]
[b] The time series shown here is as long as that described below, the two-party decline does appear to have been of fundamental importance:
Until time-series data over a period similar to, and preferably longer than, that which forms the basis for this paper become available, the true impact of declining partisanship on the public legitimacy of the parliamentary system will remain unknown. [Crewe I., Särlvik B. & Alt J. 1977 p.188]
[c] Just as it is important to consider as many places as possible, times studied too should be numerous:
Fifth, it is important that conclusions should be based on the analysis of as many elections as possible. Reliance on a single election is dangerous because special issues or circumstances may produce an atypical voting pattern. [Prescott J.R.V. 1969 p.381]
[d] The tendency for contiguous constituencies to show similar behaviour is striking:
Spatial continuity has been a major characteristic of British electoral geography for more than fifty years (Johnston, 1983). It has continued since 1979, but with substantial and growing regional variations. The country was much more polarized in 1987 than in 1979: the London suburbs and exurbs, East Anglia, and the South West (though excluding Devon and Cornwall) have swung markedly to the Conservatives; the East Midlands and the nonconurbation parts of the West Midlands form an intermediate buffer zone of little change; and in relative terms the rest of Britain has moved to Labour. The Alliance, too, finds its greatest support largely, though not exclusively, in the areas of major Conservative strength. [Johnston R.J. & Pattie C.J. 1987 p.1012]
80 [a] Again, the North/South simplification should be avoided:
An interpretation of the May 1979 general election results as indicating the growth of a ‘two nations’ situation within England is an over-reaction to the simple cartographic pattern of changes in party allegiances. The analysis suggests that the inter-regional variation that occurred resulted from the consolidation of the strength of the Conservatives in regions where they did well in 1974 and relatively small shifts to them (relative, that is, to the national trend) in regions where Labour and/or Liberals performed well in 1974. [Johnston R. J. 1979 p.296-297]
[b] There has, however, been a regional polarization in some attitudes:
The Conservatives, in contrast, seem to be much more favourably placed: the pressure on the Conservative governments since 1979 to change their policies specifically to woo the industrial ‘north’ has been far less than that on the Labour party opposition to adjust its political manifesto in order to win support to the ‘south’. The Conservative electoral base in the ‘south and east’ and the Midlands — which together contain 60 per cent of British parliamentary constituencies — is large enough to assure the party political success. [Martin R. 1989 p.51]
[c] It is best to keep in mind the relative sizes of the respective populations:
The popular picture of urban and regional growth in Britain, in which the South is growing and the North declining, dates from the inter-war years but continues to exert a powerful influence. Today it is at best only a partial description of the truth, as Chapter 2 demonstrates. For example London, at the heart of the South, has lost well over half a million manufacturing jobs during the last twenty years. To put this into perspective, London has lost almost as many manufacturing jobs as Scotland ever had. Indeed, some of the fastest-growing areas are found outside the traditionally prosperous South East and Midlands. This picture is, in fact, one of considerable complexity. As a general rule the differences within regions are far greater than the contrasts between them. [Fothergill S. and Gudgin G. 1982 p.6]
[d] The growing divisions within London are stark:
Nevertheless, these trends suggest it is not impossible to envisage the development in the not too distant future of a socially polarized inner London, divided by tenure, with middle class owner-occupation juxtaposed with a residualized and predominantly working class public rented sector. Those groups excluded from this process may be displaced into outer London where many inner suburban areas may become transformed into lower value ownership mixed with much of what will be left of the private rented sector. The net result therefore will be a stabilising but polarized inner city and a declining suburban ring. In the process ‘inner city’ problems may become gradually displaced into the suburbs. [Hamnett C. & Randolph B. 1983 p.164]
[e] As the former capital of a long-gone empire London has suffered greatly:
In 1987 London’s economy is in deeper crisis than it has been in for a hundred years. In certain clear respects it is worse than the 1930s. The rigours of those depression years affected other regions more than London and did not bring quite the same extent of misery and insecurity to the capital. [Townsend P. with Corrigan P. & Kowarzik U. 1987 p.12]
[f] The second largest conurbation is often overshadowed by the first:
The West Midlands once again emerges as a black-spot where the cumulative human impact of recession was most severe, (particularly on this percentage measure: as a once-prosperous metropolitan region the scope for decline was greater here than in traditional problem areas such as Liverpool and Sunderland). [Green A.E. 1983 p.23]
[g] We must consider all these places and times together:
It would appear that the attempt to separate considerations of “regional structure” from those of “secular” and “historical” change can yield only partially valid results at best. [Duncan O.D., Cuzzort R.P., & Duncan B. 1961 p.174]
| SASI Group, Department of Geography, University of Sheffield, Winter Street, Sheffield S10 2TN, UK. Location Maps | Email: Geography@Sheffield.ac.uk | Tel: +44 114 222 7900 | Fax: +44 114 279 7912 |
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