insight
Evidence type: Insight i
Qualitative research is more exploratory, and uses a range of methods like interviews, focus groups and observation to gain a deeper understanding about specific issues - such as people’s experiences, behaviours and attitudes.
Quantitative research uses statistical or numerical analysis of survey data to answer questions about how much, how many, how often or to what extent particular characteristics are seen in a population. It is often used to look at changes over time and can identify relationships between characteristics like people’s attitudes and behaviours.
One in six people in the UK is over-indebted but few of them seek advice. Identifying characteristics associated with over-indebtedness and the location of over-indebted people should help to better plan and target effective services.
The Money Advice Service (MAS) aimed to identify characteristics associated with over-indebtedness and the likely concentration of over-indebted people across the UK. Working with CACI, the study used logistic regression to determine factors associated in surveys with over-indebtedness and then used Ocean, CACI’s broad demographic and lifestyle database, to generate the probability of over-indebtedness for 50 million adults, allowing mapping of likely over-indebted people to local authority, region and country. “Over-indebtedness” is defined as finding keeping up with bills and commitments as a heavy burden and/or falling behind or missing payments in at least three of the previous six months.
Overall, the model has identified 16 parameters that suggest an increased or decreased likelihood or over-indebtedness. All parameters are statistically significant at the 95% level, with the exception of “single parent” (Pr>ChiSq = 0.052), “but models omitting this variable performed worse in predicting over-indebtedness”.
The Money Advice Service will work with partners to focus on the groups highlighted in the findings, for instance through working with social housing providers. MAS will share and update detailed data.
www.caci.co.uk