Analysis Dec06 21/11/06 13:57 Page 409 The new urban/rural indicator in the Labour Force Survey Analysis in brief 409 Analysis in brief The new urban/rural indicator in the Labour Force Survey By Catherine Barham and Nasima Begum, Labour Market Division, Office for National Statistics ■ ■ ■ ■ The Rural and Urban Area Classification 2004 was first introduced in the Labour Force Survey datasets in spring 2005 and is now included every quarter. In the three months ending June 2006 78 per cent of people aged 16 and over lived in urban areas and 22 per cent in rural areas. Urban areas had a younger age structure compared with rural areas. Some 45 per cent of those living in urban areas were aged 25 to 49 compared with 39 per cent in rural areas. The working-age employment rate was higher in rural areas, at 78 per cent, compared with 73 per cent in urban areas. Introduction rea classifications have been in existence for some time, although the majority of these use socio-economic conditions to classify areas. An example of this is the Output Area Classification which groups together geographic areas according to key Census characteristics1. The need for a new classification was identified during a review of urban and rural definitions, which specifically highlighted the need for new definitions for rural areas which were not based on socio-economic characteristics. The work to develop a new classification for urban and rural areas was sponsored by a group of government departments2 and carried out by a consortium consisting of research institutes and university departments3. As a result, a new classification (the Rural and Urban Area Classification 2004) for England and Wales has been developed which uses a settlement-based approach. This A means that areas are defined according to the type of settlement combined with a sparsity score based on the number of households in the surrounding areas. A separate classification has been developed for Scotland. Details of the new classification The new definition has been produced for England and Wales based on hectare grid squares, using postcode information and the Department for Communities and Local Government’s defined settlement polygons. The two measurement criteria used in the creation of the new definitions were: • Settlement form – each hectare grid square is associated with a particular settlement type: dispersed dwellings, hamlet, village, small town, urban fringe, and urban (population of 10,000 or more). • Sparsity – each hectare grid square is given a sparsity score based on the number of households in Office for National Statistics • Labour Market Trends • December 2006 ▼ Key points Analysis Dec06 21/11/06 13:57 Page 410 The new urban/rural indicator in the Labour Force Survey Analysis in brief ▼ 410 surrounding hectare squares up to a distance of 30 kilometres. The broad structure of the classification is summarised in Figure 1. Rural areas comprise villages, hamlets and isolated dwellings in England and Wales. In Scotland, in addition to these types of area, accessible or very remote small towns are also included. Non-rural areas consist of urban areas with a population of 10,000 or more, and town fringe areas. In Scotland both large and small urban areas are also classified as non-rural. Use of the new classification As with other standard classifications, the urban/rural classification is intended to be used as a tool for analysis and reporting Figure of statistical information. The classification can be used on any dataset which is geographically referenced and can produce results at Output Area, Super Output Area or ward level. If a data source is based on unit postcodes or map references, then it can be linked with the classification through a simple look-up table and a breakdown by type of urban/rural area produced for various geographical areas, subject to limitations of the sample size. This flexibility of use means the classification can be used across sources for comparative analysis. The method of using both settlement type and context in constructing the definition allows a great deal of flexibility of use as a result of the range of categories available. It should be noted, however, that the strength of the classification is in its use as a broad framework for comparing a wide range of socio-economic indicators. It is not intended to be used to look at specific characteristics of individual areas. Particular use for analysis of the labour market A range of key statistics using the new classification has been published on the National Statistics website. These use figures from the 2001 Census and include information on a range of demographic and household topics by the new urban/rural classification4. The potential uses of this classification from a labour market perspective are considerable. 1 Broad structure of the Rural and Urban Area Classification 2004 Settlement Urban Sparse Rural Less sparse Small town and fringe Sparse Village Less sparse Dispersed Small town and fringe Village Dispersed Source: Rural and Urban Area Classification 2004: An Introductory Guide Office for National Statistics • Labour Market Trends • December 2006 21/11/06 13:57 Page 411 The new urban/rural indicator in the Labour Force Survey Table Analysis in brief 1 Number and proportion of people aged 16 and over in urban/rural areas by sex; Great Britain; April to June 2006, not seasonally adjusted Total urban England and Wales Urban >= 10k – sparse Urban >= 10k – less sparse Scotland Large urban area Other urban area Total rural England and Wales Town & Fringe – sparse Town & Fringe – less sparse Village – sparse Village – less sparse Hamlet & isolated dwelling – sparse Hamlet & isolated dwelling – less sparse Scotland Accessible small town Remote small town Very remote small town Accessible rural Remote rural Very remote rural Total Men Women All (000s) (000s) (000s) (%) 17,437 18,696 36,133 78.4 68 16,079 69 17,186 137 33,264 0.3 72.2 746 545 827 614 1,572 1,159 3.4 2.5 4,767 5,186 9,953 21.6 119 1,825 152 1,397 105 531 141 2,042 164 1,506 106 541 259 3,867 315 2,903 211 1,072 0.6 8.4 0.7 6.3 0.5 2.3 208 29 24 263 59 55 217 34 25 293 60 59 425 63 49 556 119 114 0.9 0.1 0.1 1.2 0.3 0.2 22,204 23,882 46,086 100.0 Source: Labour Force Survey Note: Figures may not sum due to rounding. Figure 2 Proportion of people by age in urban/rural areas; Great Britain; April to June 2006, not seasonally adjusted Per cent 50 Urban 40 Rural 30 20 10 0 16-24 25-49 50-59/64 60+/65+ 411 One example would be using the classification to look at employment rates for small villages compared with the national average. An analysis of this type would also be able to assess the impact of various policy initiatives across the range of settlement types and context. The Labour Force Survey (LFS) has used the definitions to produce an urban/rural indicator variable (URIND) which has been available on LFS datasets from spring 2005. Analysis using the urban/rural indicator variable on the LFS Distribution by age and sex The urban/rural indicator (URIND) variable on the LFS can be used to analyse the distribution of the population by age and sex. In April to June 2006 there were 36 million people aged 16 and over in urban areas compared with 10 million in the rural areas, which equates to 78 per cent and 22 per cent respectively (Table 1). By far the largest proportion of urban dwellers were living in areas in England and Wales classified as ‘urban, less sparse’ which accounted for 72 per cent of the total GB population (see Box 1 for more description of how areas are categorised). In rural areas, the largest numbers of people were living in areas in England and Wales classified as ‘town and fringe, less sparse’ and ‘village, less sparse’. These areas accounted for 8 per cent and 6 per cent of the population respectively. The distribution by age shows a younger age structure in the urban areas compared with the rural areas: 45 per cent of those living in urban areas were aged 25 to 49 compared with 39 per cent of those in rural Source: Labour Force Survey Office for National Statistics • Labour Market Trends • December 2006 ▼ Analysis Dec06 Analysis Dec06 21/11/06 13:57 Page 412 The new urban/rural indicator in the Labour Force Survey Analysis in brief ▼ 412 areas (Figure 2). This is also true for the youngest age group, where 15 per cent of those living in urban areas were aged 16 to 24 compared with only 11 per cent of those in rural areas. In comparison, twofifths of those living in urban areas were aged 50 and over compared with a half of those in rural areas. Headline indicators As mentioned earlier, the advantage of having this new variable on the LFS is that it is possible to look at some headline indicators by a more detailed urban/rural split. Table 2 shows employment, unemployment and economic inactivity rates by the full range of urban and rural categories. In April to June 2006 there appears to be some variation between employment rates in urban areas and the rural areas. The working-age employment rate for urban areas was slightly lower than the rate for rural areas (73 per cent compared with 78 per cent for rural areas). Within England and Wales the highest employment rate was for villages classified as ‘less sparse’. The areas with the lowest employment rate were those classified as ‘urban with a population of 10,000 or more and surrounded by sparsely populated areas’, where the rate was 71 per cent. Together with the areas classified as ‘town and fringe – sparse’, these were also the areas with the highest inactivity rates, at around a quarter of the population. Working characteristics There are some indications of differences in the labour market characteristics of some urban and rural areas. Figure 3 shows the proportions working part-time by the broad urban/rural split and, although it confirms the well- Office for National Statistics Box 1 Definitions Urban/Rural indicator for England and Wales England & Wales, Urban>=10k – sparse (Urban) Output Area (OA) falls within Urban settlements with a population of 10,000 or more and the wider surrounding area is sparsely populated. England & Wales, Town and Fringe – sparse (Rural) OA falls within the Small Town and Fringe areas category and the wider surrounding area is sparsely populated. England & Wales, Village – sparse (Rural) OA falls within the Village category and the wider surrounding area is sparsely populated; England & Wales, Hamlet and Isolated Dwelling – sparse (Rural) OA falls within the Hamlet & Isolated Dwelling category and the wider surrounding area is sparsely populated; England & Wales, Urban >=10k – less sparse (Urban) OA falls within Urban settlements with a population of 10,000 or more and the wider surrounding area is less sparsely populated; England & Wales, Town & Fringe – less sparse (Rural) OA falls within the Small Town and Fringe areas category and the wider surrounding area is less sparsely populated; England & Wales, Village – less sparse (Rural) OA falls within the Village category and the wider surrounding area is less sparsely populated; England & Wales, Hamlet & Isolated Dwelling – less sparse (Rural) OA falls within the Hamlet & Isolated Dwelling category and the wider surrounding area is less sparsely populated; Urban/Rural indicator for Scotland Scotland, large urban area (Urban) Settlement of over 125,000 people; Scotland, other urban area (Urban) Settlement of 10,000 to 125,000 people; Scotland, accessible small town (Rural) Settlement of 3,000 to 10,000 people, within 30 minutes drive of a settlement of 10,000 or more; Scotland, remote small town (Rural) Settlement of 3,000 to 10,000 people, with a drive time of 30 to 60 minutes to a settlement of 10,000 or more; Scotland, very remote small town (Rural) Settlement of 3,000 to 10,000 people, with a drive time of over 60 minutes to a settlement of 10,000 or more; Scotland, accessible rural (Rural) Settlement of less than 3,000 people, within 30 minutes drive of a settlement of 10,000 or more; Scotland, remote rural (Rural) Settlement of less than 3,000 people, with a drive time of 30 to 60 minutes to a settlement of 10,000 or more; Scotland, very remote rural (Rural) Settlement of less than 3,000 people, with a drive time of over 60 minutes to a settlement of 10,000 or more. • Labour Market Trends • December 2006 Analysis Dec06 21/11/06 13:57 Page 413 The new urban/rural indicator in the Labour Force Survey Table Analysis in brief 413 2 Employment, unemployment and economic inactivity rates by urban/rural indicator; Great Britain; April to June 2006, not seasonally adjusted Per cent Employment ratea Unemployment rateb Economic inactivity ratec 73 6 22 Urban >= 10k – sparse 71 4 25 Urban >= 10k – less sparse 74 6 22 Large urban area 72 6 23 Other urban area 73 7 21 78 4 19 Town & Fringe – sparse 72 3 25 Town & Fringe – less sparse 78 4 19 Village – sparse 75 5 21 Village – less sparse 80 3 18 Hamlet & isolated dwelling – sparse 73 4 23 Hamlet & isolated dwelling – less sparse 78 3 20 76 5 20 Total urban England and Wales Scotland Total rural England and Wales Scotland Accessible small town Remote small town 71 6 24 Very remote small town 74 * 24 Accessible rural 81 3 16 Remote rural 77 2 21 Very remote rural 80 2 18 74 5 21 Total Source: Labour Force Survey a Working-age employment rate as a proportion of the total population. b 16+ unemployment rate as a proportion of the total economically active. c Working-age economic inactivity rate as a proportion of the total population. documented pattern of more women working part-time than men, it also indicates that this is more common in rural areas. In April to June 2006 49 per cent of women in rural areas worked part-time compared with 11 per cent of men. This compares with only 41 per cent of women in urban areas, although the same proportion of men worked parttime. This difference is also shown in the proportions of women working full-time in urban areas: in 2006 59 per cent of women in urban areas worked full-time compared with only 51 per cent in rural areas. Table 3 shows the reasons for economic inactivity by the urban/rural indicator and by sex. In both urban and rural areas looking after family/home was the most common reason for inactivity. A higher proportion of people in rural areas gave being retired as their reason for inactivity (13 per cent) compared with 6 per cent in urban areas. What is also interesting to note is that among working-age men the main reason for inactivity was being long-term sick or disabled, and the proportions giving this as their main reason was higher in urban areas than in rural: 37 per cent and 31 per cent respectively. Self-employment appears to be more common in rural areas Office for National Statistics • Labour Market Trends • December 2006 ▼ * Sample size too small for a reliable estimate. Analysis Dec06 13:57 Page 414 The new urban/rural indicator in the Labour Force Survey Analysis in brief ▼ 414 21/11/06 compared with urban areas (Table 4). In April to June 2006 17 per cent of those in employment in rural areas were self-employed compared with 11 per cent in urban areas. Within the rural areas in England and Wales the categories classified as ‘hamlets and isolated dwellings – sparse’ had the largest proportion of self-employed. On the other hand, the proportion of employees was higher overall in urban areas (89 per cent) compared with rural areas (83 per cent). People in employment were most likely to be employed as managers and senior officials for both urban and rural areas (Figure 4). In April to June 2006 the proportion of managers and senior officials was higher in rural areas (18 per cent) compared with urban areas (15 per cent). A higher proportion of people were employed in skilled trades occupations in rural areas compared with urban, with proportions of 12 per cent and 10 per cent respectively. The working hours of those in employment may vary according to a number of factors, including occupation and the type of area lived in. Table 5 shows the basic usual hours worked in the respondents’ main job by urban/rural indicator. In April to June 2006 a larger proportion of people worked over 45 hours a week in rural areas (12 per cent) compared with those in urban areas (9 per cent). Within rural areas in England and Wales, respondents were most likely to be working long hours in the ‘hamlets and isolated dwellings – sparse’ category, where around a fifth worked over 45 hours a week. Working-age households The distribution of work across households can be used to give some Office for National Statistics Figure 3 Proportion of people aged 16 and over working part-time by urban/rural indicator; Great Britain; April to June 2006, not seasonally adjusted Per cent 60 All 50 Men Women 40 30 20 10 0 Urban Rural Source: Labour Force Survey Table 3 Reasons for economic inactivity by urban/rural indicator and sex for those of working age; Great Britain; April to June 2006, not seasonally adjusted Per cent All Urban Rural All of working agea Long-term sick or disabled Looking after family/home Student Retired Other reason Total 26 29 24 8 13 100 27 29 25 6 13 100 23 29 21 13 14 100 Men aged 16 to 64 Long-term sick or disabled Looking after family/home Student Retired Other reason Total 36 6 30 14 15 100 37 6 31 12 15 100 31 5 27 23 14 100 Women aged 16 to 59 Long-term sick or disabled Looking after family/home Student Retired Other reason Total 20 45 20 3 12 100 20 45 21 3 11 100 17 44 18 6 15 100 Source: Labour Force Survey Note: Figures may not sum due to rounding. a Men aged 16 to 64 and women aged 16 to 59. • Labour Market Trends • December 2006 21/11/06 13:57 Page 415 The new urban/rural indicator in the Labour Force Survey Table Analysis in brief 4 Proportion of employees and self-employed aged 16 and over by urban/rural indicator; Great Britain; April to June 2006, not seasonally adjusted Per cent Employee Self-employed 89 11 Total urban England and Wales Urban >= 10k – sparse 91 9 Urban >= 10k – less sparse 88 12 Large urban area 92 8 Other urban area 92 8 83 17 Town & Fringe – sparse 83 17 Town & Fringe – less sparse 87 13 Village – sparse 73 27 Village – less sparse 81 19 Hamlet & isolated dwelling – sparse 64 36 Hamlet & isolated dwelling – less sparse 75 25 Scotland Total rural England and Wales Scotland Accessible small town 89 11 Remote small town 86 14 Very remote small town 86 14 Accessible rural 86 14 Remote rural 79 21 Very remote rural 79 21 87 13 Total Source: Labour Force Survey Figure indication of the relative wealth of certain areas. In April to June 2006 there were 13.6 million working-age households in the urban areas compared with 3.5 million in the rural areas. Table 6 shows that there was a higher proportion of workless households (those households that include at least one person of working age where no-one aged 16 or over is in employment) in urban areas (17 per cent) compared with rural areas (12 per cent). Despite this distinction using the broad urban/rural split, the category classified as ‘town and fringe, sparse’ in England and Wales had one of the highest proportions of workless households corresponding to a low proportion of working households (those households where everyone aged 16 or over is in employment), at only 54 per cent. There was less variation between urban and rural areas for the proportion of working households and mixed households (those households that contain both working and workless members). Some 58 per cent of households in 415 ▼ Analysis Dec06 4 Proportion of those in employment aged 16 and over by occupation for urban/rural indicator; Great Britain; April to June 2006, not seasonally adjusted Managers and senior officials Professional occupations Associate professional and technical Administrative and secretarial Skilled trades occupations Personal service occupations Sales and customer service occupations Urban Process plant and machine operatives Rural Elementary occupations 0 Source: Labour Force Survey 2 4 6 8 10 12 14 16 18 20 Per cent Office for National Statistics • Labour Market Trends • December 2006 Analysis Dec06 416 21/11/06 13:57 Page 416 The new urban/rural indicator in the Labour Force Survey Analysis in brief Table 5 Proportion of those in employment aged 16 and over by basic usual hours worked in main job for urban/rural areas; Great Britain; April to June 2006, not seasonally adjusted Per cent Less than 6 hours Total urban 6 up to 15 hours 16 up to 30 hours 31 up to 45 hours Over 45 hours Total 1 7 19 64 9 100 Urban >= 10k – sparse 4 9 21 58 8 100 Urban >= 10k – less sparse 1 7 18 64 9 100 Large urban area 1 8 19 65 8 100 Other urban area 1 7 21 65 6 100 2 10 20 57 12 100 England and Wales Scotland Total rural England and Wales Town & Fringe – sparse 2 9 18 59 13 100 Town & Fringe – less sparse 2 10 20 59 10 100 Village – sparse 1 8 20 55 15 100 Village – less sparse 2 11 20 55 13 100 Hamlet & isolated dwelling – sparse 2 13 20 44 22 100 Hamlet & isolated dwelling – less sparse 3 9 20 53 16 100 Scotland Accessible small town 1 7 21 62 8 100 Remote small town * * 25 58 13 100 Very remote small town * * 18 62 14 100 Accessible rural 2 7 19 62 10 100 Remote rural * * 22 49 18 100 Very remote rural * * 18 57 16 100 2 8 19 62 9 100 Total Source: Labour Force Survey Note: Figures may not sum due to rounding. ▼ * Sample size too small for a reliable estimate. the urban areas were working households compared with 61 per cent in rural areas. Furthermore, 26 per cent of households in urban areas were mixed households compared with 27 per cent in the rural area. Conclusion The results of this analysis show some indications of differences in the labour market characteristics in urban and rural areas. This article has given only a broad overview of Office for National Statistics some of the potential uses of the new variable in looking at the characteristics of areas by their urban/rural classification. What is clear is that although the broad urban/rural split is useful in order to get an idea of general trends, it sometime masks some quite large variations which only become apparent when using the full classification. Further work is needed to get a more complete picture of the labour market characteristics of urban and rural areas. For example, • Labour Market Trends • December 2006 researchers may want to use the Annual Population Survey rather than the LFS as sample sizes are larger. Further information For further information, contact: Nasima Begum, Office for National Statistics, 1 Drummond Gate, London SW1V 2QQ, E-mail: [email protected] Tel: 020 7533 6159. Analysis Dec06 21/11/06 13:57 Page 417 The new urban/rural indicator in the Labour Force Survey Table Analysis in brief 6 Working-age householdsa by combined economic activity status of household for urban/rural indicator; Great Britain; April to June 2006, not seasonally adjusted Per cent Working householdsb Mixed householdsc Workless householdsd All with known status 58 26 17 100 Urban >= 10k – sparse 60 21 19 100 Urban >= 10k – less sparse 57 26 17 100 Large urban area 60 19 20 100 Other urban area 56 23 21 100 61 27 12 100 Town & Fringe – sparse 54 25 21 100 Town & Fringe – less sparse 61 27 13 100 Village – sparse 57 24 18 100 Village – less sparse 62 28 9 100 Hamlet & isolated dwelling – sparse 57 29 14 100 Hamlet & isolated dwelling – less sparse 60 29 10 100 Total urban England and Wales Scotland Total rural England and Wales Scotland Accessible small town 58 25 17 100 Remote small town 59 28 14 100 Very remote small town 61 16 23 100 Accessible rural 65 26 9 100 Remote rural 62 25 13 100 Very remote rural 58 34 8 100 58 26 16 100 Total Source: Labour Force Survey Note: Figures may not sum due to rounding. a A working-age household is a household that includes at least one person of working age (that is a woman aged 16 to 59 or a man aged 16 to 64). b A working household is a household where everyone aged 16 or over is in employment. c A mixed household is a household which contains both working and workless members. d A workless household is a household that includes at least one person of working age where no-one aged 16 or over is in employment. Notes 1 The Output Area Classification was published in August 2005 and is available on the National Statistics website at www.statistics.gov.uk/about/methodology_by_theme/area_classification 2 The sponsoring departments were: the Countryside Agency; The Department for Environment, Food and Rural Affairs; the Office for National Statistics; the Department for Communities and Local Government (previously the Office of the Deputy Prime Minister) and the Welsh Assembly Government. 3 The consortium consisted of the South East Regional Research Laboratory (SERRL) at Birkbeck College and the Department of Town and Regional Planning at the University of Sheffield. 4 These key statistics can be found on the National Statistics website at www.statistics.gov.uk/StatBase/Product.asp?vlnk=13768 Office for National Statistics • Labour Market Trends • December 2006 417
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