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There's this in the abstract:

"Average weekly unit sales of plant-based products increased significantly (57 %) during the intervention period (incidence rate ratio (IRR) 1·52 (95 % CI1·51, 1·55)). Plant-based product sales decreased post-intervention but remained 15 % higher than pre-intervention (IRR 1·13 (95 % CI 1·12, 1·14)). There was no significant change in meat sales according to time period. The increase in plant-based product sales was greatest at superstores (58 %), especially those located in below average affluence areas (64 %)."

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Veganuary’s impact has been huge – here are the stats to prove it

by [anonymous]

Jan 26 20241 min read 27

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Animal welfareDietary changeEffective animal advocacyFarmed animal welfareMoral advocacyNews relevant to effective altruismResearch

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This is a linkpost for https://theconversation.com/veganuarys-impact-has-been-huge-here-are-the-stats-to-prove-it-221062

For people short on time (like me), I’ll point out this article brief, highly skimmable, and full of self-explanatory graphs. It also briefly explains reasons the researchers think Veganuary succeeds where similar efforts have failed (i.e., the time of year and social experience).

At first glance, the evidence presented here seems quite impressive for near-term reductions in animal product consumption. However, it may not be as impactful as it initially seems (see the comments on this post).

To the extent that it is effective, I’m unsure whether it indicates significant moral circle expansion because many participants may already include farmed animals in their moral circle, meaning they aren’t expanding their moral circle, but instead accepting the implications of their moral circle (which may be a distinction without a difference, as both produce equally-good long-term consequences).

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Vasco Grilo🔸Feb 287

Hi Noah,

I have just published a cost-effectiveness analysis of Veganuary and School Plates.

MMathur🔸Jan 26 202421

I think this is pretty bad news, actually.

Here we have an intervention that apparently increases sales of plant-based products by 57% and yet does not decrease sales of meat products at all. Unfortunately, this corroborates a growing body of evidence suggesting that plant-based products often fail to displace meat products, even when they gain their own (orthogonal) market share.

As an aside, even with the effects on plant-based products, it's also hard to attribute causation to Veganuary specifically, since it always occurs during a month that we know is associated with unusual recurring "shocks" (e.g., the end of holiday dinner parties; the beginning of New Year's resolutions).

MichaelStJulesNov 21 20244

I wonder if the effect is just too small to detect through the noise and other trends and shocks in animal product consumption, but it still exists and is still big in absolute terms for animals.

1.3 million people in Great Britain going vegan for the first time in January 2019 (source1, source2) out of 65 million people living in Great Britain is only about 2% of the population of Great Britain,^[1] so we'd expect at most a 2% negative demand shift on meat purchses. Those going vegan were also probably eating less meat on average, so 2% would be an overestimate. And then you also have to adjust for elasticities, so the actual effect on meat production or sales would probably be <1%. That could be hard to detect, depending on how large differences in meat sales year-over-year and December to January typically are.

^{^}
On the other hand, they report 1.31 million as 4.7% of the total GB adult population, but this seems wrong to me:
They came to the conclusion that 1.31 million people gave up animal products in Britain during January 2019 – that’s 4.7% of the total GB adult population and ten times the number of UK sign ups through the Veganuary website during the same time.
This would imply a GB adult population of 1.31 million / 0.047 = 27.9 million. But there were fewer than 16 million people under 18 in the UK in 2023 so GB should have an adult population of at least around 65 million (all GB) - 16 million (UK non-adults) = 49 million. I don't see how they got 4.7%.

Vasco Grilo🔸Nov 23 20242

Hi Maya,

Would you be more enthusiatic about interventions pushing for the replacement of poultry meat by plant-based foods, as One Step for Animals does^[1]?

^{^}
They focus on broilers, not poultry more broadly, but I think a broader focus would be useful to mitigate replacements of chicken meat by other poultry meat.

Karthik TadepalliJan 27 20244

Where are you getting that it didn't decrease meat sales? I see nothing in the article pointing to that and they also point out that aggregate meat sales have been calling.

I would be extremely skeptical that vegan consumption could go up a lot without meat consumption going down, since that would imply people are just consuming a lot more food in aggregate compared to previous years, which seems unlikely.

MMathur🔸Jan 27 20246

There's this in the abstract:

GeorgeBridgwaterJan 30 20249

From the main body of the text: "Plant-based products represented 0·011 % of product unit sales in the pre-intervention period. This increased to 0·016 % during the intervention period and 0·012 % in the post-intervention period. Meat products represented 26·52 % of sales in the pre-intervention period, 26·51 % during the intervention period and 26·32 % in the post-intervention period. The remainder of sales were represented by non-meat products (73·47 % in pre-intervention and intervention periods, 73·67 % in the post-intervention period)."

One thing to flag on reading into this as evidence against plant-based sales leading to lower meat consumption is how much harder it will be to detect a significant effect on meat consumption. The background variation on those is much higher so to detect a significant effect from a campaign like Veganuary we would need a much larger total effect size. Even if the 0.05% of pre/post change in plant-based came 100% from meat I'd expect it still would not be significant.

freedomandutilityJan 27 20243

This can still be a counterfactual decrease in meat sales right?

MMathur🔸Jan 29 20241

Agreed, though if their model isn't correctly specified to identify the causal effect on meat (which I agree is tough here), then presumably the effects on plant-based sales would also be suspect.

Karthik TadepalliJan 27 20241

Interesting, then I figure it probably substituted for meat consumption at restaurants rather than meat consumption at home. Regardless, I think it's mostly valid to use increase in plant based consumption as a proxy for a reduction in meat consumption since total food consumption is relatively stable.

Constance LiJan 28 20241

@Karthik Tadepalli see my comment below:

UK vegan product sales (where Veganuary is most active) went down overall in 2023. This article from Nov 2023 highlights this fact and attempts to reconcile them in the context of outside economic forces.

However, we do have to consider that meat consumption is increasing and plant-based product sales are decreasing in most countries. So it is still very possible that Veganuary guarded against even worse outcomes in the UK.

[anonymous]Jan 27 20241

Thank you for your investigation.

That is disappointing...
However, there's still at least some benefit from increased plant-based product sales by providing revenue to plant-based companies for R&D and other expenses.

MMathur🔸Jan 29 20241

Yes, good point

Constance LiJan 27 202413

Hey thanks for sharing this. This is quite impressive results from Veganuary.

My only criticism is that the article, despite being published in 2024, seems to leave out important context. For example, UK vegan product sales (where Veganuary is most active) went down overall in 2023. This article from Nov 2023 highlights this fact and attempts to reconcile them in the context of outside economic forces. The article also doesn't mention that per capita meat consumption has been rising in the UK. Is there a reason why these details were left out of the article? They seem like important context to include.

[anonymous]Jan 27 20246

Unfortunately, I'm learning the article may be a bit misleading. I'd see some of the other comments for more details.

emre kaplan🔸Jan 27 202410

There is the following graph in the article:
line chart showing growing numbers of Google searches about veganism since 2014
I think supplementing it with the following graph provides important context. It should be noted that January 2024 data is incomplete.

MichaelStJulesNov 21 20242

Also, this January spiking pattern had been most clear and pronounced in the UK, where Veganuary has been most active (from the Economist):

Source: https://www.economist.com/graphic-detail/2020/01/29/interest-in-veganism-is-surging, from Google Trends

MMathur🔸Jan 27 20241

Good point. This does provide a bit more evidence that it's not just due to other January shocks that were happening regularly before Veganuary started.

[anonymous]Jan 27 20242

Unfortunately, it also shows its impact has been decreasing since 2020 (which the first graph doesn't show).

Constance LiJan 28 20243

Yeah I'm surprised this evidence was easily available, but not included in the article. Very interesting. I have tagged the author in a thread about this article on the Impactful Animal Advocacy Slack so I will report back anything he has to say on the matter.

FWIW I do have a lot of respect for the author and this is the first time I've found myself puzzled about his output.

[anonymous]Jan 29 20243

Thanks for doing that! I'd love to hear what he has to say.

Constance LiFeb 12 202412

@Nicholas Kruus this is what the author, Chris Bryant, had to say:

You are quite right that there has been a tough couple of years for plant-based products recently. I think this is definitely an issue which warrants exploring, but I decided not to go into it here because I was pretty space-limited so I wanted to stick to the main question whether Veganuary has been impactful.

There are some graphs, like sales of vegetarian foods, where I didn't have more recent data, so they stop in 2020-ish. There's also a couple of places where I trimmed the graphs, because some data, while interesting, was not relevant to the point I wanted to make and made the graph much less clear.

For example, if you extend the 'Google searches about veganism' graph beyond 2020, you'll see that it starts to go down slightly after 2021, but it still peaks in January. Since my point there is that it peaks in January (and it's not relevant whether Jan 23 < Jan 22) I decided to go with a graph that would make the point most clearly in the limited space!

That said, there are a few things I discovered when researching this piece that didn't make it into the publication, but are definitely worth looking at further!
There does seem to be a peak in interest around 2020/21, and subsequent years have been more challenging
There may have been a surge in anti-vegan media since around the same time (the media stories per month graph breaks down massively after 2020, and shows so many stories in non-January months that it makes the rest of the graph impossible to read)
On Maya's point about displacement, I'd recommend this piece that we wrote about the evidence for displacement: https://bryantresearch.co.uk/insight-items/alternative-meats-demand/

In terms of disentangling Veganuary vs. new years resolutions, I would say that the apparent uptick in vegan activity when Veganuary started around 2014 is some evidence that the campaign itself had an impact.I haven't done this, but it would also be interesting to compare between countries! As you mentioned, Veganuary has been mostly UK-focused, so it would be interesting to compare interest/increase in veganism in January in the UK vs. the US, for example!

Here is the link to the full Slack thread. If you are not a part of the Impactful Animal Advocacy Slack, you can join here.

Vasco Grilo🔸Nov 21 20242

Thanks for sharing, Nicholas. For reference:

Veganuary started in the United Kingdom (UK) in 2014, and I estimate the production of broilers per person in the UK in January increased 4.27 times as fast from 2014 to 2024 as from 1994 to 2013. Note data about consumption (production plus net imports) would be more informative.
According to YouGov's polls, the fraction of vegans (2 %), pescetarians (3 %), vegetarians (5 %), flexitarians (13 %), and meat eaters (73 %) in the UK was the same in mid 2019 and the start of 2024.

[anonymous]Jan 26 20245

Thanks for sharing!

Personal highlight: "When Veganuary asked participants about their number one motivation for taking part, 18% said the environment, and 21% said their health – but 40% said animal welfare." I think I would have estimated something more like 25% animal welfare.

[anonymous]Jan 26 20243

That finding pleasantly surprised me too! Though, I want to keep in mind that this is just one survey.

[anonymous]Jan 26 20243

Yeah I was guessing more like 40:35:15:10 environment:health:welfare:other for UK in general, but that Veganuary had probably been pushing more welfare-heavy messaging so were getting a higher proportion of welfare folks, but still didn't expect twice environment/health :)

Ben_West🔸Jan 26 20244

This was cool, thanks for sharing this. The evidence was stronger than what I was expecting.