Housing Needs Assessment 2006 - Westminster City Council

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Westminster – Housing Needs Assessment 2006• Winkworth, 16 Spring St, Paddington, W2 3RA• Kinleigh, Folkard & Hayward, 23 Leinster Terrace, Bayswater, W2 3ET• Castlereagh Properties, 87 York St, Marylebone, W1H 4QB• Stylish Home Co, Hyde Park Mansions, Cabbell St, NW1 5AZ• Alexanders, 35 Ivor Place, NW1 6EA.PAGE 174
Appendix A2 Supporting informationAppendix A2 Supporting informationA2.1 Non-response and missing dataMissing data is a feature of all housing surveys: mainly due to a respondent’s refusal to answer aparticular question (e.g. income). For all missing data in the survey imputation procedures wereapplied. In general, throughout the survey the level of missing data was minimal. The mainexception to this was in relation to financial information, where there was an appreciable (althoughtypical) level of non-response.Non-response can cause a number of problems:• The sample size is effectively reduced so that applying the calculated weight will not giveestimates for the whole population• Variables which are derived from the combination of a number of responses each of which maybe affected by item non-response (e.g. collecting both respondent and their partners incomeseparately) may exhibit high levels of non-response• If the amount of non-response substantially varies across sub-groups of the population this maylead to a bias of the resultsTo overcome these problems missing data was ‘imputed’. Imputation involves substituting for themissing value, a value given by a suitably defined ‘similar’ household, where the definition ofsimilar varies depending on the actual item being imputed.The specific method used was to divide the sample into sub-groups based on relevant characteristicsand then ‘Probability Match’ where a value selected from those with a similar predicted value wasimputed. The main sub-groups used were tenure, household size and age of respondent.PAGE 175
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Page 228 and 229: First Surveys MarketResearch13 Darw
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D SPECIAL NEEDSD1. Do you or any of
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edroom(s)F5. How many bedrooms woul
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a) b)Like ExpectDetached house.....
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