Downloads
Download Working Paper
PDF | 548.18 KB
Measuring growth with ordered categorical variables is problematic due to their lack of cardinal measure and the equivocation and ambiguity inherent in the arbitrary attribution of cardinal scale to ordinal variates. Here, noting that the mean in a cardinal paradigm is the cumulation over its range of higher outcome probabilities and hence its growth is the rate of increase in those cumulated chances, application of the concept of probabilistic distance facilitates development of analogous implementable level and growth measures in ordinal paradigms that are independent of scale and unequivocal. An exemplifying analysis of the extent of “Levelling Up” growth and convergence in Income, Health and Human resources in the regions of the United Kingdom is performed over the period 2010 to 2018 prior to the Covid outbreak. The results indicate that, while there is strong evidence of growth, there is little evidence of levelling up type growth and hence little evidence of Levelling Up in that nation.
Authors
Research Associate University of Toronto
Gordon is a Research Associate of the IFS and a Professor in the Department of Economics at the University of Toronto.
Professor of Development Economics Queen Mary University London
PhD Scholar
Ignasi is a PhD Scholar at the IFS and a PhD Candidate in Economics at UCL. His research interests include education, labour and development economics
Working Paper details
- DOI
- 10.1920/wp.ifs.2023.4223
- Publisher
- Institute for Fiscal Studies
Suggested citation
G, Anderson and S, Bandyopadhyay and I, Merediz Solà. (2023). Measuring wellbeing growth and convergence in multivariate ordered categorical worlds: Has there been any levelling up in the United Kingdom?. 23/42. London: Institute for Fiscal Studies. Available at: https://ifs.org.uk/publications/measuring-wellbeing-growth-and-convergence-multivariate-ordered-categorical-worlds-has (accessed: 13 January 2025).
More from IFS
Understand this issue
Buying a home in London in your twenties is difficult, but not impossible
Foregoing a degree for an apprenticeship, saving during Covid and being born and bred in the capital have helped. With sky-high rents, others are not.
25 November 2024
Professor Sir Richard Blundell to give the Marshall Paley Lecture on inequalities
27 September 2024
Why are universities in financial trouble?
21 August 2024
Policy analysis
Share of 25- to 34-year-olds living with parents up by over a third since the mid 2000s
The rise in people living with their parents has been concentrated among those in their late 20s and varies substantially by ethnicity.
11 January 2025
PM2.5 exposure by income deprivation quintile
The most deprived quintile consistently has higher PM2.5 air pollution levels than the least deprived, and this gap has widened since 2017.
6 December 2024
Average PM2.5 exposure over time by ethnicity
Ethnic minorities were exposed to levels of air pollution 13% higher than white populations in 2003; this ‘ethnic pollution gap’ shrank to 6% by 2023.
6 December 2024
Academic research
Individual welfare analysis: Random quasilinear utility, independence and confidence bounds
We introduce a novel framework for individual-level welfare analysis.
13 December 2024
Policy choice in time series by empirical welfare maximization
This paper develops a novel method for policy choice in a dynamic setting where the available data is a multi-variate time series.
13 December 2024
Robust estimation and inference in panels with interactive fixed effects
We consider estimation and inference for a regression coefficient in panels with interactive fixed effects (i.e., with a factor structure).
13 December 2024