Introducing “Better for Animals”

We knew we couldn’t develop this resource in a vacuum. We started by consulting other organizations doing similar work, in order to collaborate and avoid duplication, including Mercy For Animals, Faunalytics, and Rethink Priorities. These conversations confirmed the project would fill a unique and necessary gap, and complement other efforts in the movement.

We developed a detailed research protocol, adapting one developed at Faunalytics for our purposes. The protocol detailed our search strategy, guidelines for evaluating and synthesizing evidence, and the key research questions we wanted to answer for each intervention. After trialing the protocol on an initial set of topics, we shared early drafts with a range of external reviewers—funders, advocates, and researchers—and used their feedback and our experience of trialling the protocol to refine our process.

Using the refined protocol, our researchers, research fellow, and a group of amazing volunteers wrote evidence reviews on the remaining topics. These were typically reviewed by ACE’s Programs team. We also submitted a subset for external peer review, selecting the interventions most commonly used by the charities we evaluate for recommendation or grants. These peer reviewers included researchers and advocates with specialist expertise on those topics.

For each topic, our researchers began by scouring key sources, from academic databases like Google Scholar to the Faunalytics Research Library and research reports from groups within the movement. This created a longlist of potential articles for inclusion.

We then shortlisted the most relevant and rigorous studies. While our initial plan was to cap this at around 10 articles per intervention due to team capacity, this ended up varying greatly by intervention type. For some interventions, we reviewed nearly 50 articles to build a coherent picture. For others, a lack of direct research meant we had to rely on very few articles, theoretical arguments, and/or evidence from adjacent fields.

From there, we synthesized the evidence by evaluating, comparing, and combining the findings from all shortlisted articles to form a coherent overall picture. We focused this analysis on a set of key questions, starting with “Is it effective?”, where we define effectiveness in terms of reduced or avoided animal suffering. Next, we dug deeper to understand relevant context and risks. We believe it’s unhelpful to label most approaches as simply “good” or “bad;” nuance is critical. An intervention’s success almost always depends on the context: where and how it is implemented, who the target audience is, and what the specific ask is. We explored the evidence for conditions that might make an intervention more or less likely to succeed, and how it could potentially backfire and inadvertently harm animals or the movement.

Finally, we brought everything together into an overall assessment of how promising we think the intervention is. We also determined our level of confidence based on the quality, quantity, and agreement of sources available, and identified the high-priority research questions that, if answered, could change our minds or increase confidence in our verdict.

We now update the evidence reviews every few months with new research, most of which is identified through our monthly Research Digest, which collates new research relevant to farmed animal advocates every month.

Our conclusions about interventions’ effectiveness are to be interpreted with caution for several reasons:

• This is not a systematic review. Due to capacity constraints, we were unable to conduct a full and comprehensive literature review and instead used our best judgment to select studies for inclusion. Despite multiple rounds of internal and external feedback, it’s possible we missed crucial research that could change our overall assessment.
• Publication bias. Academic journals are more likely to publish studies with positive or statistically significant results. This can skew the available evidence, potentially making interventions appear more effective than they are. Although we searched outside of classic academic publications, we didn’t have the capacity to search for unpublished data.
• Focus on short-term effects. It is generally much harder to measure the long-term impact of interventions, so our conclusions may overrepresent short-term effects. We have, however, attempted to assess the evidence for both short- and long-term wherever possible.
• Generalizability. Findings from one study in a specific country or with a particular demographic may not apply elsewhere, and interventions used in Europe and North America are overrepresented in the existing literature. We have tried to note these limitations where they are apparent and suggest replication in other geographical contexts.
• Limited evidence base. For some interventions, we had to rely on lower-quality evidence (like case studies) or less relevant evidence from adjacent fields. Our confidence ratings reflect this uncertainty.
• Hidden potential. Even for interventions we found to be less promising, there may be specific contexts in which they are highly effective that have not yet been researched. We therefore want our verdicts to be dynamic, to stay open to being wrong, and to change with new evidence.
• Not fully comprehensive. Our Menu of Interventions captures the interventions the charities we evaluate for recommendation or assess as potential grantees use most commonly, but it doesn’t capture every approach that exists in the movement.

We’d love to continue receiving feedback. Because we don’t have time to moderate a flurry of comments, if you’d like to give feedback on the project as a whole, or a particular intervention, please email alina.salmen@animalcharityevaluators.org or max.taylor@animalcharityevaluators.org with your feedback, or to request comment access to the document.

We would like to extend our gratitude to:

Our volunteers

Jackie Bialo

Elena Braeu

Jan Gaida

Sada Rice

Our research fellow

Sam Mazzarella

For their feedback and advice

Alene Anello

Christopher Berry

Aaron Boddy

George Bridgwater

Chris Bryant

Vicky Cox

Alice Di Concetto

Rune-Christoffer Dragsdahl

Neil Dullaghan

Sueda Evirgen

Carolina Galvani

Martin Gould

Vasco Grilo

Thomas Hecquet

Emre Kaplan

Cailen Labarge

Chrys Liptrot

Jesse Marks

William McAuliffe

Caroline Mills

Gülbike Mirzaoğlu

PJ Nyman

Björn Ólafsson

Pete Paxton

Jacob Peacock

Kathrin Plaschnick

Andrea Polanco

Sean Rice

Aditya SK

Zoë Sigle

Saulius Šimčikas

Michael St Jules

Ben Stevenson

Andie Thompkins

Prashanth Vishwanath