Quantitative Methods

This is an introductory guide to the main types of data with a time element. The guide is a brief overview of key elements in need of consideration when using these types of data. It also covers data availability and some commonly used methods for studying change over time quantitatively. 

This guide will cover how to map census data in QGIS. The example used in this guide creates a choropleth map showing the percentage of males who work in the manufacturing service using the QGIS package. 

This guide aims to show the strength of using Census Microdata for a variety of research purposes, via a worked example taken from real-life research. This guide assumes some familiarity with microdata, mapping and statistical software. 

These quantitative methods e-books and accompanying quizzes are for direct use in teaching students or for self-study. They aim to build skills in quantitative methods and statistical software and use the Living Costs and Food Survey.

Using SPSS, lecturers and students can utilise both the practical and quiz elements of each e-book topic. Topics include examining variables, correlations, regression and multiple regression.

The e-books have been developed through a collaboration of the UK Data Service, National Centre for Research Methods (NCRM), and the Centre for Multi-Level Modelling at the University of Bristol and were created using the StatJR software based on original outputs from the project Using Statistical E-books to teach undergraduate students quantitative methods and statistical software funded by the British Academy.

The UK Data Service and the Office for National Statistics (UK) held a business data conference in 2021. This resource provides all slides, recordings and other useful materials from the conference. 

The conference included a mixture of presentations from the  Office for National Statistics  (ONS), UK Data Service, and researchers who have used data from the UK Surveys covering the areas of business, industry and trade. 

This resource is a collection of short guides designed to make lesson planning more efficient for those teaching data analysis skills. Drawing on real classroom experiences, each guide includes suggested research questions, dataset and exercises:

• Gender differences in sexual attitudes (PDF) (using the National Survey of Sexual Attitudes and Lifestyles).
• Risk factors associated with increased levels of systolic blood pressure (PDF) (using the Health Survey for England).
• The gender gap in life satisfaction (PDF) (using the Opinions and Lifestyle Survey).
• Public confidence in the police (PDF) (using the Crime Survey for England and Wales).

A collection of quantitative methods e-books and accompanying quizzes for direct use in teaching students or for self-study. E-books aim to build skills in quantitative methods and statistical software and use the Living Costs and Food Survey.

The e-books have been developed through a collaboration of the UK Data Service, National Centre for Research Methods (NCRM), and the Centre for Multi-Level Modelling at the University of Bristol and were created using the StatJR software based on original outputs from the project Using Statistical E-books to teach undergraduate students quantitative methods and statistical software funded by the British Academy.

The resource can serve both as an introduction to the Malaise Inventory - an established scale to measure signs of psychological distress - and as an introduction to quantitative analysis using SPSS. The data and resources are aimed for use with undergraduates and postgraduates and are designed to be used with SPSS (the data are also made available in Stata and tabdelimited formats).

This resource includes a guide on how to access data, an introduction to the established set of survey questions that measures psychological distress - the Malaise Inventory - and a number of data analysis exercises using SPSS.

This source includes a series of resources in the form of guides and e-books dedicated to trainers and students interested in sample design, weighting, changes over time using cross sectional and longitudinal data and mapping census data using different software.

This is a collection of resources dedicated to teachers, trainers and their students but could also be useful to researchers and the general public. It includes guides, e-books, slides and webinars covering a wide range of topics: quantitative methods, statistical software, teaching data analysis, data visualisation, qualitative methods and psychosocial approaches.