Transcript Slide 1
What is Segmentation A process of looking at the audience or ‘market’ and seeking to identify distinct sub-groups (segments) that may have similar needs, attitudes or behaviours. The aim of any segmentation should be to define a small number of groups so that: - All members of a particular group are as similar to each other as possible - They are as different from the other groups as possible . Types of Segmentation DemographicGeo-Demographic Geographic Divides Combines people demographics into groupsand geography Divides intopeople a segmentation. into different based Identifies on the way clusters they respond of geographicgroups areas that related have to similar how a person to, use, or know of a product or thinks, feels, and behaves. demographic profiles. service. Behavioural Psychographic Divides people into different groups based on the way they respond to, use, or know of a product or service. Divides people into different groups related to how a person thinks, feels, and behaves. Geodemographics Geodemographics has been defined as the ‘analysis of people by where they live’. It uses geography to help us draw general conclusions about the characteristics and behaviours of the people who live in them. Makes the assumption that similar people live in similar places, do similar things and have similar lifestyles ‘birds of a feather flock together’. Geodemographic Segmentation Charles Booth’s 1898-99 Poverty Map of London Webber and Craig (1976 & 78) • Office of Population Censuses and Surveys (OPCS) commissioned three classifications based on the 1971 census. • Key variables used included unemployment, students, two car households, industry sector, social class, age, migration, tenure, overseas immigration, overcrowding and household amenities • Commercial sector saw potential benefits of area classification. The British Market Research Bureau (BMRB) restructured Webbers classification and renamed it ‘A Classification of Residential Neighbourhoods’ (ACORN). http://www.geog.leeds.ac.uk/people/old/d.vickers/d.vickers_ thesis_c2.pdf http://booth.lse.ac.uk/ Geodemographic Segmentation Booth Classification Description of class A The lowest class which consists of some occasional labourers, street sellers, loafers, criminals and semi-criminals. Their life is the life of savages, with vicissitudes of extreme hardship and their only luxury is drink B Casual earnings, very poor. The labourers do not get as much as three days work a week, but it is doubtful if many could or would work full time for long together if they had the opportunity. Class B is not one in which men are born and live and die so much as a deposit of those who from mental, moral and physical reasons are incapable of better work C Intermittent earning. 18s to 21s per week for a moderate family. The victims of competition and on them falls with particular severity the weight of recurrent depressions of trade. Labourers, poorer artisans and street sellers. This irregularity of employment may show itself in the week or in the year: stevedores and waterside porters may secure only one of two days' work in a week, whereas labourers in the building trades may get only eight or nine months in a year. D Small regular earnings. poor, regular earnings. Factory, dock, and warehouse labourers, carmen, messengers and porters. Of the whole section none can be said to rise above poverty, nor are many to be classed as very poor. As a general rule they have a hard struggle to make ends meet, but they are, as a body, decent steady men, paying their way and bringing up their children respectably. E Regular standard earnings, 22s to 30s per week for regular work, fairly comfortable. As a rule the wives do not work, but the children do: the boys commonly following the father, the girls taking local trades or going out to service. F Higher class labour and the best paid of the artisans. Earnings exceed 30s per week. Foremen are included, city warehousemen of the better class and first hand lightermen; they are usually paid for responsibility and are men of good character and much intelligence. G Lower middle class. Shopkeepers and small employers, clerks and subordinate professional men. A hardworking sober, energetic class. H Upper middle class, servant keeping class. Tools Available Example Profiles using ACORN Profile of all responses to the dental health survey (weighted) 25% 20% 15% 10% 5% 0% A B C Wealthy Achievers Source: 2008 Dental Survey D E Urban Prosperity F G H I Comfortably Off J K L M Moderate Means N O P Q Hard Pressed Produced by YHPHO 2009 Example Profiles using ACORN Q4. Health of your teeth, lips, jaws & mouth Response 'Poor or very poor' All Responses 25% 25% 20% 20% 15% 15% 10% 10% 5% 5% 0% 0% A B C Wealthy Achievers Source: 2008 Dental Survey D E F Urban Prosperity G H I Comfortably Off J K L M Moderate Means N O P Q Hard Pressed Produced by YHPHO 2009 Example Profiles using ACORN Q9. Have you had a painful aching in your mouth? Response 'Occ, fairly/very often' All Responses 25% 25% 20% 20% 15% 15% 10% 10% 5% 5% 0% 0% A B C Wealthy Achievers Source: 2008 Dental Survey D E F Urban Prosperity G H I Comfortably Off J K L M Moderate Means N O P Q Hard Pressed Produced by YHPHO 2009 Example Profiles using ACORN Q22 - If you went to the dentist tomorrow do you think you would need treatment? Response 'Yes' 25% 25% 20% 20% 15% 15% 10% 10% 5% 5% 0% 0% A B C Wealthy Achievers Source: 2008 Dental Survey D E Urban Prosperity F G H I Comfortably Off J K L M Moderate Means N O P Q Hard Pressed Produced by YHPHO 2009 Example Profiles using ACORN Q12. About how long ago was your last visit to the dentist? All Responses Response '>2 years' 25% 25% 20% 20% 15% 15% 10% 10% 5% 5% 0% 0% A B C Wealthy Achievers Source: 2008 Dental Survey D E F Urban Prosperity G H I Comfortably Off J K L M Moderate Means N O P Q Hard Pressed Produced by YHPHO 2009 ACORN Group N: Struggling Families These are low income families living on traditional low-rise estates. Some have bought their council houses but most continue to rent. Estates will usually be either terraced or semi-detached. Two bedroom properties are more typical but the larger families may be housed in three bedroom properties. Either way there may be an element of overcrowding. On some estates there are high numbers of single parents while on others there are more elderly people, some with long-term illness. Incomes are low and unemployment relatively high. Jobs reflect the general lack of educational qualifications and are in factories, shops and other manual occupations. There are fewer cars than most other areas. Money is tight and shopping tends to focus on cheaper stores and catalogues. Visiting the pub, betting, football pools, bingo and the lottery are the principal leisure activities. These families share the twin disadvantages of educational under achievement and consequent lack of opportunity. They are struggling to get by in an otherwise affluent Britain. Other Segmentation Tools All Responses Response '>2 years' 14% 14% 12% 12% 10% 10% 8% 8% 6% 6% 4% 4% 2% 2% 0% 0% 1.1 1.2 1.3 1.4 1.5 1.6 1.7 1.8 2.1 Existing Problems 2.2 2.3 2.4 2.5 3.1 Future Problems 3.2 3.3 3.4 3.5 3.6 4.1 4.2 4.3 Possible Future Concerns 4.5 4.6 Healthy Produced by YHPHO 2009 Source: 2008 Dental Survey Q12. About how long ago was your last visit to the dentist? All Responses Response '>2 years' Most Affluent Source: 2008 Dental Survey More Affluent Av Affluence Less Affluent GX520 GR560 GX506 GR557 GR559 GM541 GR547 GM531 GM539 GF512 GM517 GR448 GR458 GX418 GM433 GM440 GF422 GF430 GF408 GF411 GX324 GX337 GX304 GX315 GR355 GX301 GR346 GR354 GM342 GR345 GM313 GM336 GF319 GF326 0% GF307 GF314 0% GX210 GX229 2% GR256 GX203 2% GM244 GR250 4% GM234 GM235 GM238 4% GM225 GM232 6% GF221 GM223 6% GF202 GF216 8% GX105 GX127 8% GR152 GR153 10% GF128 GM143 10% GF109 Personicx Geo 4.4 GR549 GR551 Health ACORN Q12. About how long ago was your last visit to the dentist? Least Affluent Produced by YHPHO 2009 Other Segmentation Tools All Responses Response '>2 years' 24% 24% 20% 20% 16% 16% 12% 12% 8% 8% 4% 4% 0% 0% 1a 1b 1c 2a 2b 3a 3b 3c 4a 4b 4c 4d 5a 5b 5c 6a 6b 6c 6d 7b Produced by YHPHO 2009 Source: 2008 Dental Survey Q12. About how long ago was your last visit to the dentist? All Responses Response '>2 years' Mature Oaks Source: 2008 Dental Survey Country Blossom ing Orchards Fam ilies Rooted Households Qual Met Senior Nbhds Suburban Stab New Starters MC Centres Urban Prod W'thered Dis Com m nuities Housholds M40 M38 M35 L37 L32 K36 K31 K29 J34 J30 J28 J27 I33 I24 H26 H25 H22 G23 G21 G19 G17 F20 F16 F10 E08 D15 0% D14 0% D13 3% D11 3% C12 6% C07 6% C03 9% B09 9% B04 12% A06 12% A05 15% A02 15% A01 P2 7a L39 OAC Q12. About how long ago was your last visit to the dentist? Urban Challenge Produced by YHPHO 2009 Case Study - Snack Right The Snack Right social marketing campaign was undertaken by the Cheshire and Merseyside Public Health Group (CHAMPS), to address a perceived need to reduce consumption of unhealthy snacks by pre-school children during the ‘danger period’ between the end of organised day care and teatime. Mosaic was used to build up a picture of the target population of families with young children in deprived areas. This knowledge of the relevant Mosaic segments informed the design and conduct of focus group work, and also helped to identify potential retail partners to involve in the campaign. www.nsms.org.uk/public/CSView.aspx?casestudy=37 What geodemographics can not tell us. • Birds of a feather may not always flock together • Most geodemographic tools have a large Census 2001 component • Analysis of the profiles is usually based on probabilities, rather than hard data. • They are not really intended to be used as a trend monitoring tools. Cannot quickly detect change • Geodemographics, and segmentation tools in general, in themselves do not provide the answer. They are simply one of a range of tools and approaches that can be used to generate insight and health intelligence to support social marketing decisions. How do they add value? • Population health profiling - Understanding the characteristics of small geographical areas. - Mapping and visualisation. • Targeting health interventions by identifying areas with excess expected prevalence/incidence etc. • Measurement of health inequalities by: - Explaining variation in health determinants, outcomes or services. - Providing a more granular measure of health inequality. • Social marketing and communications • Support data linkage, and non-disclosable data sharing. • As a base for generating additional insight - on top of the off-theshelf descriptions. Useful Links • National social marketing centre: www.nsmcentre.org.uk • APHO tech briefing 5: www.apho.org.uk/resource/item.aspx?RID=67914 • Output Area Classification User Group: www.areaclassification.org.uk • CACI: www.caci.co.uk/acorn • Experian: www.business-strategies.co.uk • Acxiom: www.acxiom.co.uk/QuickLinks • Beacon & Dodsworth: www.beacon-dodsworth.co.uk Simon Orange, Public Health Information Analyst Yorkshire and Humber Public Health Observatory, [email protected] 01904 328225