Methodology Unless otherwise stated, all data in this report has been drawn from For the Wellbeing theme, we have also included the ONS wellbeing questions, which are measured on an 11 point scale. These questions represent 40% of the theme’s a survey administered via the Savanta Panel between 8-29 April 2024, overall score, with four 7-point scale items contributing the remaining 60%. with 2,190 respondents who were planning to start a full-time degree or A high index score is indicative of a positive response in relation to each of the degree apprenticeship course in the 2024-25 academic year. The sample themes, however it should be remembered that there are many valid reasons why an has been constructed and weighted to be broadly representative of the individual applicant may give a low score in one or more themes. They may not have applicant population as a whole. The margin of error is approximately had opportunities to develop key skills, or may have faced challenging circumstances. +/-2% to the 95% confidence interval and 3% to the 99% confidence A demographic breakdown of the scores highlights groups that may require targeted interval. support, and in some cases only a systemic change will produce equality of outcomes. Further questions have been included in the survey to address topical issues within the The sample was weighted and split by Gender and School Type (state or private). sector. These are discussed in relation to a relevant theme, or in a separate section. The following weighting matrix was used: The questions that form the index scores are items to which respondents indicate their level of agreement on a seven-point scale, from “strongly disagree” to “strongly Male - Fee paying school or college 4.8% agree”. For the purposes of discussion we have used the following interpretation when reporting the result: Male – State or other 39.4% 7-point scale: 0-1 Strongly disagree 2 Moderately disagree Female – Fee paying school or college 4.8% 3 Neutral 4 Moderately agree Female – State or other 51% 5-6 Strongly agree The sample does not include applicants to part-time courses. Elsewhere in the survey, there is a small number of questions that have been asked against a 5-point scale and which are interpreted as follows: The Applicant Index provides a cohort score out of 100 for each of nine different 1 Strongly disagree themes. The scores for eight of these themes are based on responses to 28 different 5-point scale: statements, four in each theme, on a 7-point scale of agreement. From this, an 2 Disagree average score from 0-6 is calculated for the whole population and sub-populations, 3 Neutral and each item is weighted equally within the theme score to provide a maximum score of 100 and a minimum of 0 for each theme. 4 Agree 5 Strongly agree Reported demographic differences in the data are significant to the 99% confidence level unless otherwise stated. Unite Students | Applicant Index Report 42