New Statistical Methods for Analysing Social Structures
An introduction to multilevel models
Bibliographic Data
| ID | 11160673 |
|---|---|
| Authors | Lindsay Paterson (0000-0002-2745-3531, University of Edinburgh), Harvey Goldstein (0000-0003-3878-4122, University of London) |
| Year | 1991 |
| Volume | 17 |
| Issue | 4 |
| Pages | 387-393 |
| Publication date | 1991-09-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | British Educational Research Journal (JOURNAL) |
| Journal identifiers | ISSN: 0141-1926 • E-ISSN: 1469-3518 |
| Publisher | Wiley (PUBLISHER • GB) |
| DOI | 10.1080/0141192910170408 |
| OpenAlex | W2169967812 |
| Language | EN |
| Citations received | 55 |
| References cited | 11 |
An introductory account is given of developments in multilevel modelling of educational and other social data. The technique is introduced with some simple examples and its importance is explained. Examples of applications in a number of areas are given, including repeated measures designs, school effectiveness studies, area‐based studies and political opinion sample surveys. Almost all data collected in the social sciences have some form of inherent hierarchical structure, and this structure should be reflected in the statistical models that are used to analyse them. It is suggested that multilevel techniques and associated software packages have reached the stage when they can and should be applied routinely in the analysis of social data, and that failure to do so can result in potentially serious misinterpretations
Data science · Econometrics · Educational research · Epistemology · Machine learning · Management science · Mathematics education · Multilevel model · Sample (material) · Simple (philosophy) · Statistical analysis · Statistical model · Statistics · Computer Science · Engineering · Mathematics · Psychology · School Choice and Performance · Software
Calidad de los sistemas educativos
Analysing Differential School Effectiveness Through Multilevel and Agent-Based Modelling
Searching for the existence of entrepreneurial ecosystems
Modelling inequality in reported long term illness in the UK
Contextual Models of Urban House Prices
The development of grit and growth mindset during adolescence
Multilevel Analysis in Public Health Research
Explanation and quantification in educational research
Racial/Ethnic Variation in Breastfeeding Across the US
The Impact of a Household Intervention on ART Adherence and Household HIV Competency for People Living with HIV
International Variation in Child Subjective Well-Being
The interaction between student motivation and the instructional environment on academic outcome
The role of school and individual differences in the academic attainment of learners with special educational needs and disabilities
Comparing objective and subjective status
School tracking and educational inequality
Evaluating the Effects of Geographic Contexts on Individual Accessibility
A populist paradise? Examining populists’ Twitter adoption and use
The Effect of Multicollinearity on Multilevel Modeling Parameter Estimates and Standard Errors
La calidad de la encuesta
Stay-at-Home
Including the Household
Gender, race and their interplay with economic status
A hierarchical approach to Students’ Assessments of Instruction
The Influence of Territorially Specific Factors on the Formation of the Political Attitudes of Voters
Municipal identity. A multilevel analysis of the determinants of individual attachment to municipalities
Kommunale Identität
Progress at school and school effectiveness
Opportunity to learn maths at Key Stage One
Inequalities in the uptake of science at GCSE
Comparison of value‐added models for secondary‐school effectiveness
Demography as a Spatial Social Science
Multilevel Modeling for Historical Data
The Relationship between Teacher Assessments and Pupil Attainments in Standard Test Tasks at Key Stage 2, 1996–98
Differential Secondary School Effectiveness
Accounting for Variations in Pupil Attainment at the End of Key Stage 1
Gender, Ethnic and Socio‐economic Differences in Attainment and Progress
Differential School Effectiveness
Individuelle und kontextuelle Determinanten der Teilhabe an Sozialkapital
Individual and Regional Determinants of Mammography Uptake
A Multilevel Analysis of the Socio-spatial Pattern of Assault Injuries in Greater Vancouver, British Columbia
What is Multi–level Modelling For
What is Multi-Level Modelling for? A Critical Response to Gorard (2003)
Modelling Complexity
Modelling Multilevel Variations in Distance Moved between Origins and Destinations in England and Wales
The Influence of Islamic Orientations on Democratic Support and Tolerance in five Arab Countries
Does Cohabitation Lead to Weaker Intergenerational Bonds Than Marriage? A Comparison Between Italy and the United Kingdom
District magnitude and voter turnout a multi-level analysis of self-reported voting in the 32 Dominican Republic districts
The influence of neighborhood environment on the incidence of childhood asthma
Context, composition and heterogeneity
Who you know, where you live
Does community-level social capital mitigate the impact of widowhood & living alone on depressive symptoms
Location, location, location
Smoking and deprivation
Health-related behaviour in context
How Islam Influences Women's Paid Non-farm Employment
| Unique citing works | 55 |
|---|---|
| Citations per year | 1,67 |
| Citation span | 1993 - 2026 (34) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 50 |