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The views expressed here are my own, not those of my employers or reviewers of the draft.

Summary

  • I investigate whether farmed animals may have positive lives now or in a few decades.
  • Now:
    • For my guesses for pain intensities, I think all the farmed animals I analysed have negative lives.
    • For Laura Duffy’s guesses for pain intensities[1], I guess the following farmed animals:

      • May have positive/negative lives. Hens in cage-free aviaries, broilers in a reformed scenario, and decapod shrimp on an ongrowing farm with air asphyxiation, ice slurry or electrical stunning slaughter.

      • Have negative lives. Hens in conventional cages, and broilers in a conventional scenario.

  • In the next few decades, I am open to at least chickens’ lives becoming positive in some animal-friendly countries.
  • I am quite uncertain about the time when farmed animals of a given species will have positive lives in a certain region, if ever. To minimise the risk of decreasing the welfare of farmed animals, I think one should prioritise:
    • Improving the living conditions of farmed animals over decreasing the number of farmed animals with supposedly negative lives.
    • Learning more about:
      • The welfare of farmed animals by species and region.
      • The timeline of the effect of interventions aiming to decrease the number of farmed animals.

Introduction

In my mind, decreasing the number of farmed animals is only good if it increases welfare. This could be achieved by:

  • Making the lives of farmed animals less negative or more positive.
  • Decreasing the number of farmed animals with negative lives.
  • Increasing the number of farmed animals with positive lives.

I recently updated my guess for the intensity of disabling pain to a value 10 % as high as before, and Julian Jamison had noted that relatively small changes to some previous guesses of mine for pain intensities could make farmed animals have positive instead of negative lives, which I agreed with. In this post, I investigate whether farmed animals may have positive lives now or in a few decades.

Relatedly, see:

Methods

Overview

I estimate the (negative) welfare from pain in animal quality-adjusted life years (AQALYs) from the negative of the sum of the contributions of the 4 categories of pain defined by the Welfare Footprint Project (WFP), annoying, hurtful, disabling and excruciating pain. I determine each of the contributions from the product between:

  • The intensity of the pain as a fraction of that of a fully healthy life.
  • Time in the pain in years.

I also express the welfare from pain as a fraction of the lifetime. The welfare as a fraction of the lifetime would be 1 AQALY/year for the practically maximally happy life[2].

Pain intensity

I rely on 2 sets of pain intensities:

  • My guesses that:
    • Annoying pain is 10 % as intense as fully healthy life, such that 10 days (= 1/0.1) of annoying pain neutralise 1 day of healthy life.
    • Hurtful pain is as intense as fully healthy life.
    • Disabling pain is 10 times as intense as fully healthy life.
    • Excruciating pain is 100 k times as intense as fully healthy life.
  • Means of lognormal distributions with 5th and 95th percentiles equal to the lower and upper bounds of Laura’s guesses. According to the means:
    • Annoying pain is 1.45 % as intense as fully healthy life (5th to 95th percentile, 1 % to 2 %).
    • Hurtful pain is 16.4 % as intense as fully healthy life (10 % to 25 %).
    • Disabling pain is 5.04 times as intense as fully healthy life (2 to 10).
    • Excruciating pain is 98.6 times as intense as fully healthy life (60 to 150).

The assumptions for the pain intensities imply each of the following individually neutralise 1 day of fully healthy life:

  • For my assumptions:
    • 10 days of annoying pain.
    • 1 day of hurtful pain.
    • 2.40 h (= 24/10) of disabling pain.
    • 0.864 s (= 24*60^2/(100*10^3)) of excruciating pain.
  • For Laura’s assumptions:
    • 69.0 days (= 1/0.0145) of annoying pain.
    • 6.10 days (= 1/0.164) of hurtful pain.
    • 4.76 h (= 24/5.04) of disabling pain.
    • 14.6 min (= 24*60/98.6) of excruciating pain.

Time in pain and lifetime

For the time in pain and lifetime:

  • For broilers in a conventional or reformed scenario, I use data from WFP.
  • For hens in a conventional cage or cage-free aviary, I use data from WFP.
  • For decapod shrimp on an ongrowing farm with air asphyxiation, ice slurry or electrical stunning slaughter, I use data from Rethink Priorities (RP), and some assumptions for the 1st and 3rd of those slaughter methods.

Results

My pain intensities

AnimalHen in a conventional cageHen in a cage-free aviaryBroiler in a conventional scenarioBroiler in a reformed scenarioShrimp on an ongrowing farm with air asphyxiation slaughterShrimp on an ongrowing farm with ice slurry slaughterShrimp on an ongrowing farm with electrical stunning slaughter
Welfare from pain for my pain intensities (AQALY)-1.60-0.856-0.195-0.0704-2.97-1.60-1.53
Welfare from pain for my pain intensities as a fraction of the lifetime (AQALY/year)-1.19-0.638-1.60-0.459-9.44-5.07-4.85

Laura’s pain intensities

AnimalHen in a conventional cageHen in a cage-free aviaryBroiler in a conventional scenarioBroiler in a reformed scenarioShrimp on an ongrowing farm with air asphyxiation slaughterShrimp on an ongrowing farm with ice slurry slaughterShrimp on an ongrowing farm with electrical stunning slaughter
Welfare from pain for Laura's pain intensities (AQALY)-0.335-0.126-0.0358-0.0153-0.0232-0.0215-0.0215
Welfare from pain for Laura's pain intensities as a fraction of the lifetime (AQALY/year)-0.250-0.0940-0.294-0.100-0.0736-0.0684-0.0682

Discussion

Farmed animals may have positive lives

Now?

I do not think so. For my pain intensities, that would require a seemingly overly high welfare from pleasure for chickens, and impossibly high for decapod shrimp. For the farmed animals in improved conditions to have positive lives, the welfare from pleasure as a fraction of the lifetime would have to be higher than:

  • For hens in cage-free aviaries, 0.638 AQALY/year.
  • For broilers in a reformed scenario, 0.459 AQALY/year.
  • For decapod shrimp on an ongrowing farm with electrical stunning slaughter, 4.85 AQALY/year[3].

Nonetheless, possibly so for Laura’s pain intensities. These require apparently surpassable welfare from pleasure to neutralise the lives of chickens in improved conditions, and decapod shrimp in the worst conditions:

  • For hens in cage-free aviaries, 0.0940 AQALY/year.
  • For broilers in a reformed scenario, 0.100 AQALY/year.
  • For decapod shrimp on an ongrowing farm with air asphyxiation slaughter, 0.0736 AQALY/year.

I expect more welfare from pleasure than the suggested just above would be needed to reach positive lives due to the time actually spent in pain being longer. WFP’s estimates for the time hens in conventional cages, and broilers in a conventional scenario spend in pain are “conservative”, and so might be RP’s estimates for decapod shrimp on an ongrowing farm with ice slurry slaughter. All in all, for Laura’s pain intensities, I guess the following farmed animals:

  • May have positive/negative lives. Hens in cage-free aviaries, broilers in a reformed scenario, and decapod shrimp on an ongrowing farm with air asphyxiation, ice slurry or electrical stunning slaughter.
  • Have negative lives. Hens in conventional cages, and broilers in a conventional scenario.

I have not accounted for other animals linked to the ones I analysed, such as the male chicks linked to hens, and broiler breeders linked to broilers. Nevertheless, I do not know whether the other animals have higher/lower welfare per lifetime than the ones I analysed, so it is unclear to me whether they make it easier/harder to reach neutrality. In any case, I do not expect the other animals to change the overall picture for:

  • Hens. I guess the welfare from pain per male chick life is less than 10 % that per hen life.
  • Broilers. I calculate there are 0.800 %[4] (= 60*10^6/(7.5*10^9)) as many broiler breeders as broilers for consumption in the European Union (EU). So, even if the welfare from pain per lifetime was 10 times as high for broiler breeders as for broilers for consumption, which I take to be super pessimistic, the welfare from pain linked to broilers would only increase by 8.00 % (= 0.00800*10).

In a few decades?

Even if one is certain a given population has negative lives now, decreasing it could still be bad if it prevents the existence of positive lives in the future. I believe this possibility is often overlooked. For example:

  • I did not discuss it when I listed a bunch of effects of decreasing the number of farmed animals.
    • The closest I got was saying I did not know whether some populations of animals have positive/negative lives, thus being uncertain about the value of decreasing their consumption.
  • James Özden did not cover it in the posts Theories of Change for the animal advocacy movement and The default trajectory for animal welfare means vastly more suffering.
    • These seemingly assume that decreasing factory-farming is necessarily good, which may not hold if the lives of farmed animals become positive in the future.
    • I think the posts are great anyways! They are among my favourite high-level posts about animal welfare.

There would be no concern if one targeted decreasing populations of farmed animals whose lives are and will for the next few decades continue to be robustly negative. However, I believe high confidence about this is not warranted even now for Laura’s pain intensities, and not in a few decades for both my and Laura’s pain intensities. My results imply welfare improvements can result in large reductions in pain as a fraction of the lifetime:

  • For my pain intensities, when:
    • A hen goes from a conventional cage to a cage-free aviary, 46.4 % (= (-0.638 - (-1.19))/1.19).
    • A broiler goes from a conventional to a reformed scenario, 71.3 % (= (-0.459 - (-1.60))/1.60).
    • A shrimp goes from an ongrowing farm with:
      • Air asphyxiation slaughter to one with electrical stunning, 48.6 % (= (-4.85 - (-9.44))/9.44).
      • Ice slurry slaughter to one with electrical stunning, 4.34 % (= (-4.85 - (-5.07))/5.07).
  • For Laura’s pain intensities, when:
    • A hen goes from a conventional cage to a cage-free aviary, 62.4 % (= (-0.0940 - (-0.250))/0.250).
    • A broiler goes from a conventional to a reformed scenario, 66.0 % (= (-0.100 - (-0.294))/0.294).
    • A shrimp goes from an ongrowing farm with:
      • Air asphyxiation slaughter to one with electrical stunning, 7.34 % (= (-0.0682 - (-0.0736))/0.0736).
      • Ice slurry slaughter to one with electrical stunning, 0.292 % (= (-0.0682 - (-0.0684))/0.0684).

It is also worth having in mind that Open Philanthropy, the main funder of both cage-free and broiler welfare campaigns, only started supporting these in 2016, i.e. just 8 years (= 2024 - 2016) ago. So, despite my best guess that all the farmed animals I analysed have negative lives, I am open to at least chickens’ lives becoming positive in the next few decades in some animal-friendly countries, like ones in the EU, the United Kingdom, and the United States. The same may apply to other species[5].

As a side note, I suppose the slower egg production of hens in cage-free aviaries, and slower growth of broilers in a reformed scenario may end up being doubly beneficial if they eventually transition to systems where they have positive lives. In this case, besides resulting in higher welfare per chicken-year, they would lead to a larger population of chickens with positive lives. In contrast, if hens and broilers still have negative lives in the improved conditions, one has to ensure the increase in welfare per chicken-year is larger than the increase in population.

Consequences given uncertainty

I am quite uncertain about the time when farmed animals of a given species will have positive lives in a certain region, if ever. There is also huge uncertainty about which wild animals have positive/negative lives, and how their population sizes are affected by changes in the number of farmed animals. To minimise the risk of decreasing the welfare of farmed animals, I think one should prioritise:

  • Improving the living conditions of farmed animals over decreasing the number of farmed animals with supposedly negative lives.
    • For instance, supporting corporate campaigns and welfare laws/standards over dietary change.
    • If one insists in supporting interventions aiming to decrease the number of farmed animals with supposedly negative lives, I believe ones targeting nearterm decreases are preferable, because I guess farmed animals are more likely to have positive lives in the future. I am not confident investments in alternative proteins are beneficial given their long time horizons.
  • Learning more about:
    • The welfare of farmed animals by species and region, expanding the research of WFP by determining the time spent in the 4 categories of pleasure they defined (satisfaction, joy, euphoria and bliss), and investigating pain and pleasure intensities (relatedly).
    • The timeline of the effect of interventions aiming to decrease the number of farmed animals.

I strongly endorse expected total hedonistic utilitarianism, but I imagine the above conclusions are reinforced by moral uncertainty. Improving the conditions of animals necessarily increases both total and per capita animal welfare (holding the number of animals constant), whereas decreasing the number of animals with negative lives only necessarily increases total animal welfare (holding the conditions constant), and there are moral theories which care about welfare per capita (holding total welfare constant).

Acknowledgements

Thanks to Derek Shiller for feedback on the draft.

  1. ^

     Laura was executive research coordinator at Rethink Priorities from June 2022 to November 2023.

  2. ^

     The welfare per time of the practically maximally happy life is much lower than that of the maximally happy instant.

  3. ^

     Higher than the value of 1 AQALY/year for a maximally practically happy life.

  4. ^

     Annually about 7,500 million broilers are reared in the EU27. To produce these broilers about 60 million broiler breeders are required.

  5. ^

     It is hard to tell, as I am not aware of data on the time spent in pain by species besides chickens in improved conditions. For reference, WFP is working on projects on fish and pigs.

Comments9
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Very interesting article! Although I would disagree that it would be bad to decrease the number of factory farmed animals if they have positive lives. What we're doing when decreasing the number of factory farmed animals is just shifting the biomass to be in different forms. I think humans are capable of much more positive lives than farmed animals, so in the long term future it would be best to have as much biomass in the form of humans (and possibly pets) as possible. A world where humans eat predominantly plants and cultivated meat would be able to support more humans, and these extra humans would have much better lives than farmed animals.

When it comes to shifting the biomass towards wild animals, I don't know whether it would be good or bad though. I think in the long term future after people start intervening, wild animals would probably also have better lives than farmed animals, because people would value them intrinsically instead of instrumentally. Farms will always be optimised to produce as much output as possible, whereas future "nature reserves" could be optimised for welfare

Thanks for the comment, Alex! I strongly upvoted it because I like that you tried to think about how to increase welfare assuming farmed animal end up with positive lives, instead of dismissing this as impossible, or arguing that factory-farming is intrinsically bad.

I think humans are capable of much more positive lives than farmed animals, so in the long term future it would be best to have as much biomass in the form of humans (and possibly pets) as possible. A world where humans eat predominantly plants and cultivated meat would be able to support more humans, and these extra humans would have much better lives than farmed animals.

I agree humans are capable of more positive experiences that animals, but not that much more. I also agree plant-based foods would enable supporting more humans. However, to maximise welfare, one should look for interventions which increase welfare the most per $. At least now, I think these are ones helping animals, not humans (i.e. not the species whose individuals are capable of experiecing the most welfare). I estimate:

  • Broiler welfare and cage-free campaigns (helping chickens) are 168 and 462 times as cost-effective as GiveWell’s top charities.
  • Shrimp Welfare Project’s Humane Slaughter Initiative is 64.3 k times as cost-effective as GiveWell’s top charities.

I expect helping animals will continue to be more cost-effective than helping humans longerterm, at least given humans' current form, because animals have a higher ratio between welfare range and calorie consumption[1].

Species5th percentile welfare range per calorie consumption as a fraction of that of humansMedian welfare range per calorie consumption as a fraction of that of humans95th percentile welfare range per calorie consumption as a fraction of that of humans
Bees04.88 k31.7 k
Shrimp083.93.11 k
Crayfish017.5226
Salmon03.6133.1
Chickens1.50 %2.496.52
Humans1.001.001.00
Pigs0.459 %47.3 %94.7 %
  1. ^

    The welfare range is the difference between the welfare per time of a practically maximally happy and unhappy life.

This is a really interesting article. Thank you for writing it. I hope it's true that farmed animal welfare will one day be net positive. I fear that the treatment of farmed animals seems to be getting worse, rather than better, over the course of human history. But I hope I'm wrong. Or maybe it'll be a boomerang-shaped change, where the treatment of animals is currently getting worse, but things are about to do a 180 and start moving in the other direction? I hope we EAs can make that happen. 

Thanks, Alene!

I think total animal welfare is currently decreasing because factory-farming is increasing in low and middle income countries due to population and economic growth. However, I believe animal welfare per person is already increasing in countries where welfare reforms have been successful, and I expect these to eventually spread globally. Air pollution and greenhouse gas emissions also dramatically increased since the industrial revolution, started by going down in high income countries, and I expect they will eventually go down globally.

In any case, even if positive factory-farming was inevitable (some time in the future), getting there faster would still be super valuable!

Very interesting, thanks a lot !

Do you have any data on pigs or cows ? I know they represent a smaller number of animals, and there is less data from the welfare footprint project, but I'd be curious to know your opinion.

The calculations would also be complicated by the necessary inclusion of veal for cows, and gestation crates for pigs, since these are a necessary part of current systems and certainly bad most of the time.

But since grass-fed cows are likely to be better treated than other animals, it would be good to know if their lives are positive and can maybe provide a template for other forms of animal agriculture (although economic incentives don't push in this direction).

Thanks, CB!

Do you have any data on pigs or cows ?

WFP is working on a project on pigs, and were hiring for a project on beef cows, but they only have data on chickens. I think the conditions of pigs and cows are better than those of hens in conventional cages and broilers in a conventional scenario, and I guess they are also better than those of hens in cage-free aviaries and broilers in a reformed scenario, but not by a lot. I also guess cows have better conditions than pigs. In sum, I would say:

  • For my guesses for pain intensities, pigs have negative lives, but cows may have positive/negative lives.
  • For Laura's guesses for pain intensities, cows and pigs may have positive/negative lives.

The calculations would also be complicated by the necessary inclusion of veal for cows, and gestation crates for pigs, since these are a necessary part of current systems and certainly bad most of the time.

Nice point. As for male chicks and broiler breeders, I do not think accounting for veals changes the overall picture that much:

  • According to Compassion in World Farming (CIWF), "Around six million calves are reared for veal within the EU every year". Veals are defined in the EU as having less than 1 year. If veals are slaughtered at 0.5 years (= 1/2), their population is 3 M (= 6*10^6*0.5), i.e. 4.18 % (= 3/(74.8 - 3)) of the number of non-veal cows in the EU.
  • If non-veal cows have negative lives, and veal cows' conditions are 2.5 times as bad, accounding for veals only decreases the overall welfare by 10.4 % (= 0.0418*2.5).

However, it looks like accounting for pigs in gestation crates may be more important:

  • From Wikipedia, "There were 5.36 million breeding sows in the United States as of 2016, out of a total of 50.1 million pigs", i.e. 12.0 % (= 5.36/(50.1 - 5.36)) as many pigs in gestation crates as outside these.
  • If pigs outside gestation crates have negative lives, and the conditions of pigs in gestation crates are 2.5 times as bad as those of pigs outside them, accounting for pigs in gestation crates decreases the overall welfare by 30.0 % (= 0.120*2.5).

But since grass-fed cows are likely to be better treated than other animals, it would be good to know if their lives are positive and can maybe provide a template for other forms of animal agriculture (although economic incentives don't push in this direction).

I was referring to non-grass-fed cows above. For both my and Laura's guesses for pain intensities, I think grass-fed cows have positive lives.

Thanks for the answer !

This is really interesting. Do you think that the fact cows are separated from their child, and arguably really don't like that, would change significantly the results?

Thanks for another relevant question too! I do not think that alone would make dairy production net negative:

  • According to CIWF, "Dairy cows must give birth to one calf per year in order to continue producing milk".
  • From Animal Australia, "both mother and calf can often be heard calling out for each other for hours [after they are separated]".
  • Assuming disabling pain of 3 h/year for each the mother and child based on the above, one gets 6 h/year (= 2*3) of disabling pain. For my intensity of disabling pain, that corresponds to a loss of 0.00684 AQALY/year (= 6/24/365.25*10).
  • The above is quite small in comparison with the magnitude of the values I got for chickens and shrimp. So, in the absence of longer term effects from the separation, I do not think it would bring dairy production from positive to negative.

Thanks for the answer ! I wish more people thought about these questions.

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