Nikhil Datta @handle.invalid · 15/07/2026Great to see mine & jan bakkers research featured in the ft today 052
Reposted by Nikhil DattaPolitical Quarterly @politicalquarterly.bsky.social · 10/07/2026Can Labour build 2 million new homes? Around 18 per cent of new builds are in areas lacking a GP surgery or secondary school. Can data-driven policymaking make sure new homes are built in the right places? politicalquarterly.org.uk/blog/can-lab...politicalquarterly.org.ukCan Labour Build 2 Million New Homes?Around 18 per cent of new builds are in areas lacking a GP surgery or secondary school. Can data-driven policymaking make sure new homes are built in the right places? 033
Reposted by Nikhil DattaCAGE Research Centre @cagewarwick.bsky.social · 08/07/2026Interested in a career in applied economics or quantitative analysis of public policies? There's still time to apply to join our team led by @amritakulka.bsky.social @nikdatta.bsky.social generating UK housing and planning evidence. D/L: Sun 12th July Start: 15th August (flexible) buff.ly/hbI68LX 011
Nikhil Datta @handle.invalid · 18/06/2026@amritakulka.bsky.social and I are hiring a predoc to work with us on topics related to housing, planning, market power and local consumption. Great for someone interested in pursuing a PhD or a job in quant public policy. D/L: Sun 12th July buff.ly/hbI68LXbuff.lyQuick Check Needed 020
Reposted by Nikhil DattaCAGE Research Centre @cagewarwick.bsky.social · 15/06/2026Fantastic opportunity for someone interested in a career in applied economics or quantitative analysis of public policies to join a team led by @amritakulka.bsky.social @nikdatta.bsky.social generating UK housing and planning evidence. D/L: Sun 12th July Start: 15th August (flexible) buff.ly/hbI68LX 025
Nikhil Datta @handle.invalid · 21/05/202610 yr gilt rate (~5%) as discount rate, it’s optimal to take £1000 per week iff your expected remaining lifetime exceeds ~67 years. Doesn’t matter if you’d prefer weekly, if expected PV > £1m you could sell on a secondary market > £1m. Secondary market may take a haircut for morale hazard issues. 000
Reposted by Nikhil DattaCAGE Research Centre @cagewarwick.bsky.social · 20/05/2026Great to see the work of @nikdatta.bsky.social and Johannes Brinkmann on profits when fuel prices rise and fall covered by the FT today. 111
Nikhil Datta @handle.invalid · 07/05/2026A new BoC album coming for the first time in 13 years really is a great gift www.youtube.com/watch?v=74Nl...youtube.comBoards of Canada - Introit / Prophecy At 1420 MHzYouTube video by Boards of Canada 000
Nikhil Datta @handle.invalid · 31/03/2026www.journals.uchicago.edu/doi/10.1086/... Here's a recent study looking at something similar in the German market (though I would add German market is quite different). Many stations have lots of daily price changes, which is v rare in the UK.journals.uchicago.eduUniversity of Chicago Press Journals: Cookie absent 010
Nikhil Datta @handle.invalid · 31/03/2026Tendency to search can be driven by factors such as amount of disposable income, saliency of prices in the news, and price growth. Local market structure also matters as well - higher numbers of sellers in a local market is more likely to induce pro-competitive effects. 110
Nikhil Datta @handle.invalid · 31/03/2026We show in our work that it's not so much about having an online platform (there have been publicly available variants for quite a long time). It's about people using it. Higher usage in areas -> increased price sensitivity -> lower (relative) average local prices. 110
Nikhil Datta @handle.invalid · 31/03/2026New policy brief from @amritakulka.bsky.social and myself: We assess the 7 new towns viability given pre-existing excess housing demand, access to jobs, local amenities, similar nearby developments, and prospects given planned infrastructure. warwick.ac.uk/fac/soc/econ...warwick.ac.ukGovernment’s seven New Town locations scored against real-world demand data - Manchester and Leeds most likely to succeedThe Warwick economists behind the Wheretobuild housing demand mapping tool have used their database to test the government’s seven-site shortlist against measures of likely success, and ranked the sit... 000
Reposted by Nikhil DattaCAGE Research Centre @cagewarwick.bsky.social · 26/03/2026“Profit margins expand after the crisis has passed when prices start to slowly drift back down.” @nikdatta.bsky.social discusses his research on oil price spikes for a Times investigation on the increasing cost of fuel and ‘price gouging’ buff.ly/gBhLQCq 021
Nikhil Datta @handle.invalid · 20/03/2026New article from myself & Johannes Brinkmann out in The Conversation on petrol price gouging (or lack thereof) theconversation.com/do-petrol-re...theconversation.comDo petrol retailers really ‘price-gouge’ during oil price spikes?Research suggests that profiteering may actually be more likely when we’re not watching prices closely. 010
Nikhil Datta @handle.invalid · 17/03/20268. The main takeaway - petrol retailers can make "excess profits". But it doesn't happen during oil price spikes when everyone is looking. Full piece here: warwick.ac.uk/fac/soc/econ...warwick.ac.uk 110
Nikhil Datta @handle.invalid · 17/03/20267. There is substantial heterogeneity in this asymmetry. Some stations exhibit close to no asymmetry, while others have up to 5 times the size of the average. 100
Nikhil Datta @handle.invalid · 17/03/20266. On average, this asymmetry implies that when wholesale prices rise by 10 pence per litre and then fall by 10 pence per litre over a 60-day period, consumers pay about 1 pence per litre more on average during that period than they would if retail prices adjusted symmetrically. 121
Nikhil Datta @handle.invalid · 17/03/20265. This suggests that margins increase when prices fall, and more so in total than when prices had risen. The search data suggests that when prices are falling, even from record high levels, search intensity is much lower, which reduces competitive pressures to transmit price changes as quick. 100
Nikhil Datta @handle.invalid · 17/03/20264. This doesn't mean that retailers don't make excess profits at certain times. There is very strong evidence of "rocket & feather" pass-through. In particular, wholesale price decreases transmit far slower to retail prices. 100
Nikhil Datta @handle.invalid · 17/03/20263. To demonstrate the mechanism we use geocoded data on 200 million+ searches from that period combined with daily prices for the near-universe of petrol stations. We find that areas which saw larger search increases also saw relatively lower prices increases. 100
Nikhil Datta @handle.invalid · 17/03/20262. The mechanism for margins falling is quite straightforward. When retail prices increase rapidly, people shop around more which increases competition and puts downward pressures on prices. We focus on the spike which pushed the price over £1.50 in 2022. Searches increased by 10 fold. 100
Nikhil Datta @handle.invalid · 17/03/20261. Petrol retailers are not making excess profits. When oil prices spike, whole sale prices track immediately, but retail prices adjust much slower and margins actually fall. 100
Nikhil Datta @handle.invalid · 17/03/2026There has been a lot of discussion around petrol "price gouging" over the last few days. New @cagewarwick.bsky.social policy note from myself and Johannes Brinkmann on this claim with some analysis from around the Russian Invasion of Ukrain. The main points:warwick.ac.ukExcess profits are being made at the pumps – but not when you thinkNew analysis of fuel prices confirms a long-held suspicion – at times of crisis when wholesale oil prices rise, prices at the pump also rise quickly – but they are slower to match any subsequent fall. 122
Nikhil Datta @handle.invalid · 17/03/2026We’ve done analysis on this. There’s no evidence that retailers price gouge during price spikes. If anything the opposite happens- margins fall, and excess profits happen when wholesale prices fall. warwick.ac.uk/fac/soc/econ... warwick.ac.uk/fac/soc/econ...warwick.ac.ukExcess profits are being made at the pumps – but not when you thinkNew analysis of fuel prices confirms a long-held suspicion – at times of crisis when wholesale oil prices rise, prices at the pump also rise quickly – but they are slower to match any subsequent fall. 011
Nikhil Datta @handle.invalid · 07/03/2026warwick.ac.uk/fac/soc/econ... We touch on this a bit in here (which is more about the UKs RTFO)warwick.ac.uk 020
Nikhil Datta @handle.invalid · 21/02/2026Still have my bootleg press of the Grey Album on vinyl. What a producer 000
Nikhil Datta @handle.invalid · 13/02/2026@amritakulka.bsky.social and my housing work was featured on ITV Tonight yesterday. You can play with a fun map and read more about it here: wheretobuild.warwick.ac.uk 032
Nikhil Datta @handle.invalid · 18/12/2025@amritakulka.bsky.social and I are looking to hire a full time predoc to work with us on a project on land use regulation and market power in the housing market. If you're interested in (very) big data and applied econ please do apply! #econra #econ_ra econjobmarket.org/positions/12...econjobmarket.orgEJM - Econ Job Market 034
Reposted by Nikhil DattaJakob Schneebacher @jschneebacher.bsky.social · 26/11/2025ICYMI given today's focus on the budget: the UK government has today also published a working paper on options for reform of non-compete agreements. Responses to the specific options set out therein (statutory limits, size cutoffs and an outright ban), can be submitted until 18 February. 1/2gov.ukWorking paper on options for reform of non-compete clauses in employment contracts 1107
Reposted by Nikhil DattaJakob Schneebacher @jschneebacher.bsky.social · 25/11/2025Yesterday was my last day at the CMA. It has been a real honour helping to build its research function over the last three years. This therefore seems like a good opportunity to highlight a few things we have published in recent years. 1/ 2172
Reposted by Nikhil DattaJessie Handbury @handbury.bsky.social · 13/10/2025🚨 undergrads and masters students interested in careers in applied econ research: My department is recruiting 4-5 full-time RAs to start summer 2026. See the announcement here for more details: jessiehandbury.com/misc/RAflyer... A few reasons you should apply...jessiehandbury.com 292
Nikhil Datta @handle.invalid · 21/11/2025New piece from me and Jan Bakker in The Conversation theconversation.com/could-new-te...theconversation.comCould new tenants’ rights usher in rent controls? Here’s why that wouldn’t necessarily be a positiveThe government says it doesn’t back rent controls – but new protections should limit how much landlords can push up prices. 021
Nikhil Datta @handle.invalid · 20/11/2025Assessment Tool. Scottish Local Planning Authorities prepare a Local Housing Strategy based on local Housing Need and Demand Assessments. We take these different systems into account when we discuss housing targets in section 4.4." Page 6. Not sure you read it very well. 020
Nikhil Datta @handle.invalid · 20/11/2025"This table shows the history of housing target policies only for England. Wales and Scotland have devolved housing delivery policies with Welsh Local Planning Authorities setting housing numbers in their Local Development Plans informed by the Welsh government’s Local Housing Market... 100
Nikhil Datta @handle.invalid · 20/11/2025Commenting on an article having not read it is quite a basic error, but not uncommon. “In practice we use separate gaps for England, Scotland and Wales, aggregated from LA targets which amount to England - 371994, Scotland - 20045 and Wales - 9879 homes per year.“ Page 37. 100
Nikhil Datta @handle.invalid · 11/11/2025We don’t include flood zone mapping or geographical limitations- only planning designations. If you think of interest to policy makers we can look at incorporating in future iterations. 210
Nikhil Datta @handle.invalid · 11/11/2025Any interested stakeholders (policymakers, planners, developers etc) feel free to get in touch. We have also produced 350 LA specific reports accessible here: www.warwick.ac.uk/cage/whereto....warwick.ac.ukWhere to Build 011
Nikhil Datta @handle.invalid · 11/11/2025Looking at detailed evidence on planning restrictiveness, we find that Bexley, Lewisham, and Wandsworth combine high housing gaps with slow, restrictive planning systems. These areas urgently need reform. In contrast, Manchester, Leeds, and Birmingham show high demand and efficient planning. 12/n 100
Nikhil Datta @handle.invalid · 11/11/2025We then turn to planning designations. 15% of the gap lies in Greenbelt areas – but it’s very concentrated. Allowing building on just 10% of England’s greenbelts with the highest gap would be a huge positive. This particularly pronounced around the North and Northwest. 11/n 200
Nikhil Datta @handle.invalid · 11/11/2025To meet Britain’s housing gap, around 50% of new homes need to come from densification—especially in Wandsworth, Islington, Camden, Manchester, Bristol, Salford, Edinburgh & Portsmouth. Another 30% should be urban extensions like North Shields and South London (Richmond–Kingston). 10/n 110
Nikhil Datta @handle.invalid · 11/11/2025Arguably the most important finding is that 96% of the variation is within LAs rather than between. Many LAs have areas of both high and low gaps. Croydon for example has OAs in the top 6th percentile and bottom 1st percentile. 9/n 100
Nikhil Datta @handle.invalid · 11/11/2025The areas with the highest housing gaps are in trendy urban centres, all classed as densification. Those with the lowest gaps cluster near sewage plants, airports, major roads, or in places lacking basic amenities—where few people want to live. 8/n 100
Nikhil Datta @handle.invalid · 11/11/2025We use 20 billion Rightmove searches and housing availability data to build our key measure of excess demand—the housing gap: the difference between how many people search for homes in an area and how many are available. We calculate this at the OA level – essentially a neighbourhood. 7/n 100
Nikhil Datta @handle.invalid · 11/11/2025The proportion of densification has fallen over the past 2 decades, while urban extensions have grown along with small town extensions. We show that urban extensions are slower and more bureaucratic, with longer planning times and slower build-out rates compared to densification. 6/n 100
Nikhil Datta @handle.invalid · 11/11/2025We then classify every new build by where it happened—combining settlement size, distance to the city centre, and local context: New Rural Developments – small villages & rural areas Small Town Extensions – around small towns Urban Extensions – city outskirts Densification – inner-city builds 5/n 100
Nikhil Datta @handle.invalid · 11/11/202570% of new builds have worse than average job access than the existing housing stock, and this figure is even worse when considering only public transport. 4/n 100