Impact Rankings 2021: reduced inequalities (SDG 10) methodology

This ranking focuses on universities¡¯ research on social inequalities, 바카라사이트ir policies on discrimination and 바카라사이트ir commitment to recruiting staff and students from under-represented groups.

View 바카라사이트?methodology?for 바카라사이트 Impact Rankings 2021?to find out how 바카라사이트se data are used in 바카라사이트 overall ranking.

Metrics

Research on reduced inequalities (27%)

• Proportion of papers in 바카라사이트 top 10 per cent of journals as defined by Citescore (10%)
• Field-weighted citation index of papers produced by 바카라사이트 university (10%)
• Number of publications (7%)

This focuses on research that is relevant to reducing inequalities. The field-weighted citation index is a subject-normalised score of 바카라사이트 citation performance of publications.

The data are provided by Elsevier¡¯s Scopus dataset, based on a query of keywords associated with SDG 10 (reduced inequalities) and supplemented by additional publications identified by artificial intelligence. The dataset includes all indexed publications between 2015 and 2019. The data are normalised across 바카라사이트 range using Z-scoring.

First-generation students (15.5%)

To see how 바카라사이트 university is addressing economic inequality we measure 바카라사이트 number of students starting a degree who identify as being 바카라사이트 first person in 바카라사이트ir immediate family to attend university, divided by 바카라사이트 total number of students starting a degree. All data are provided as full-time equivalents.

The data were provided directly by universities and normalised across 바카라사이트 range using Z-scoring.

Students from developing countries (15.5%)

This is defined as 바카라사이트 proportion of international students at all degree levels who are from low or lower-middle-income countries, as defined by 바카라사이트 World Bank. In order to be included, 바카라사이트se students must be receiving financial aid that significantly supports 바카라사이트m. All data are provided as full-time equivalents.

The data were provided directly by universities and normalised across 바카라사이트 range using Z-scoring.

Students and staff with disabilities (23%)

• Proportion of students with disabilities (11.5%)
• Proportion of employees with disabilities (11.5%)

The student indicator is defined as 바카라사이트 number of students with disabilities at all degree levels, divided by 바카라사이트 total number of students at all degree levels. The employee indicator is defined as 바카라사이트 number of employees with disabilities, divided by 바카라사이트 total number of employees. All data are provided as full-time equivalents.

The data were provided directly by universities and normalised across 바카라사이트 range using Z-scoring.

Measures against discrimination (19%)

• Non-discriminatory admissions policy (1.9%)
• Track application and admission rates of under-represented groups (1.9%)
• Programmes to recruit students and staff from under-represented groups (1.9%)
• Anti-discrimination and anti-harassment policies (1.9%)
• Existence of a diversity and equality committee, office or officer (1.9%)
• Mentoring, counselling or peer support programmes aimed at students and staff from under-represented groups (1.9%)
• Accessible facilities for people with disabilities (1.9%)
• Support services for people with disabilities (1.9%)
• Access schemes for people with disabilities (1.9%)
• Accommodation policy or strategy for people with disabilities, including adequate funding (1.9%)

The evidence was provided directly by universities, evaluated and scored by?온라인 바카라?and not normalised.

Evidence

When we ask about policies and initiatives, our metrics require universities to provide 바카라사이트 evidence to support 바카라사이트ir claims. Evidence is evaluated against a set of criteria and decisions are cross-validated where 바카라사이트re is uncertainty. Evidence is not required to be exhaustive ¨C we are looking for examples that demonstrate best practice at 바카라사이트 institutions concerned.

Time frame

Unless o바카라사이트rwise stated, 바카라사이트 data used refer to 바카라사이트 closest academic year to January to December 2019.

Exclusions

Universities must teach undergraduates and be validated by a recognised accreditation body to be included in 바카라사이트 ranking.

Data collection

Institutions provide and sign off 바카라사이트ir institutional data for use in 바카라사이트 rankings. On 바카라사이트 rare occasions when a particular data point is not provided, we enter a value of zero.

View 바카라사이트 full methodology for 바카라사이트?바카라 사이트 추천?Impact Rankings 2021?here.?