Productivity and pay by region and sector in the UK

I’m sharing this #dataisbeautiful #charticle because I found it really interesting. No more profound reason than that!

I had previously thought that, broadly speaking, employees’ pay was pretty closely correlated with their productivity (output per hour worked). The logic for this would be that employers can afford to pay more productive workers more. Indeed, it is my understanding that such a correlation does exist at the level of individual people and businesses. And, as per the left hand panel of the chart above, it also exists at the regional level in the UK.

However, looking at things through a sectoral lens throws up some interesting patterns. I was alerted to this when, after triple checking, I still found that productivity in the professional, scientific and technical services sector (pink square in the right hand panel above) was nowhere near as high as I had expected. I had simply assumed that, because pay in that sector was relatively high, productivity would be, too. Of course, the analysis would make sense to do at the sub-sectoral level, but because I wanted to also look at regional patterns, I stuck with this higher level of aggregation.

I’m pretty sure some of you out there will be thinking something along the lines of, “well, that’s obvious, isn’t it, because [XYZ]”. Please do send me your XYZs! I only put the data together (after some wrangling, as usual) 15 minutes ago, and it’s midnight. So I’m not going to analyse it very deeply right at the moment. However, wages no doubt reflect — as ever — supply and demand. On the supply side, people in professional, scientific and technical services tend to have a relatively high level of education and one that is not very sector-specfic. That gives them options to work in quite a range of different roles and therefore some bargaining power when it comes to pay.

On the demand side, the some of the sectors above the linear regression line in the right hand side of the chart are ones which have experienced relatively speaking faster growth in output and (without a corresponding growth in productivity) in labour demand. This is particularly the case for information and communication, and professional, scientific and technical services. However, the picture is never that clear cut: output and labour demand have also gone up in some sectors below the regression line, such as admin and support services, hospitality, and arts and entertainment.

Look forward to hearing your thoughts!

--

--

--

I help complex organisations make the right strategic decisions through innovative, insightful and incisive analysis and recommendations.

Love podcasts or audiobooks? Learn on the go with our new app.

Recommended from Medium

The Best Tech Roles After Consulting

Why CP is Not a Silver Bullet For your Coding Interviews

From the Source: Lessons in Reverb Culture with Lydia Tripp

We should be paid to write

‘Diversity and the challenges it brings’

Cargo Cult Science… Software Engineers, beware!

Meet Black Tech Pipeline Founder Pariss Chandler

What I Learned from being Fired 3 Times in 5 Months

Get the Medium app

A button that says 'Download on the App Store', and if clicked it will lead you to the iOS App store
A button that says 'Get it on, Google Play', and if clicked it will lead you to the Google Play store
Tera Allas

Tera Allas

I help complex organisations make the right strategic decisions through innovative, insightful and incisive analysis and recommendations.

More from Medium

#028: What’s the deal with Ultra-Fast delivery?

The Problem with Growth: From OnePlus to 1Password

Digital transformation use cases with incredible benefits

Year in Review 2021