Faunalytics

Programs

A charity that performs well on this criterion has programs that we expect are highly effective in reducing the suffering of animals. The key aspects that ACE considers when examining a charity’s programs are reviewed in detail below.

Method

In this criterion, we assess the effectiveness of each of the charity’s programs by analyzing (i) the interventions each program uses, (ii) the outcomes those interventions work toward, (iii) the countries in which the program takes place, and (iv) the groups of animals the program affects. We use information supplied by the charity to provide a more detailed analysis of each of these four factors. Our assessment of each intervention is informed by our research briefs and other relevant research.

At the beginning of our evaluation process, we select charities that we believe have the most effective programs. This year, we considered a comprehensive list of animal advocacy charities that focus on improving the lives of farmed or wild animals. We selected farmed animal charities based on the outcomes they work toward, the regions they work in, and the specific animal group(s) their programs target. We don’t currently consider animal group(s) targeted as part of our evaluation for wild animal charities, as the number of charities working on the welfare of wild animals is very small.

Outcomes

We categorize the work of animal advocacy charities by their outcomes, broadly distinguishing whether interventions focus on individual or institutional change. Individual-focused interventions often involve decreasing the consumption of animal products, increasing the prevalence of anti-speciesist values, or providing direct help to animals. Institutional change involves improving animal welfare standards, increasing the availability of animal-free products, or strengthening the animal advocacy movement.

We believe that changing individual habits and beliefs is difficult to achieve through individual-focused outreach. Currently, we find the arguments for an institution-focused approach¹ more compelling than individual-focused approaches. We believe that raising welfare standards increases animal welfare for a large number of animals in the short term² and may contribute to transforming markets in the long run.³ Increasing the availability of animal-free foods, e.g., by bringing new, affordable products to the market or providing more plant-based menu options, can provide a convenient opportunity for people to choose more plant-based options. Moreover, we believe that efforts to strengthen the animal advocacy movement, e.g., by improving organizational effectiveness and building alliances, can support all other outcomes and may be relatively neglected.

Therefore, when considering charities to evaluate, we prioritize those that work to improve welfare standards, increase the availability of animal-free products, or strengthen the animal advocacy movement. We give lower priority to charities that focus on decreasing the consumption of animal products, increasing the prevalence of anti-speciesist values, or providing direct help to animals. Charities selected for evaluation are sent a request for more in-depth information about their programs and the specific interventions they use. We then present and assess each of the charities’ programs. In line with our commitment to following empirical evidence and logical reasoning, we use existing research to inform our assessments and explain our thinking about the effectiveness of different interventions.

Countries

The countries and regions in which a charity operates can affect their work with regard to scale, neglectedness, and tractability. We prioritize charities in countries with relatively large animal agricultural industries, few other charities engaged in similar work, and in which animal advocacy is likely to be feasible and have a lasting impact. In our charity selection process, we used Mercy For Animals’ Farmed Animal Opportunity Index (FAOI), which combines proxies for scale, tractability, and global influence to create country scores.⁴ To assess neglectedness, we used our own data on the number of organizations working in each country. Below we present these measures for the countries that Faunalytics operates in.

Animal groups

We prioritize programs targeting specific groups of animals that are affected in large numbers⁵ and receive relatively little attention in animal advocacy. Of the 187 billion farmed vertebrate animals killed annually for food globally, 110 billion are farmed fishes and 66.6 billion are farmed chickens, making these impactful groups to focus on. There are at least 100 times as many wild vertebrates as there are farmed vertebrates.⁶ Given the large number of wild animals and the small number of organizations working on their welfare, we believe wild animal advocacy also has potential for high impact despite its lower tractability.

We recognize the enormous scale of invertebrates, both farmed⁷ and wild, and would like to see more resources go toward this group of animals. Because of the vast differences between invertebrate species and the state of evidence considering their sentience, programs need to be considered and prioritized on a case-by-case basis. However, because of the large number of individuals involved and the underrepresentation of invertebrate issues in the animal advocacy movement, we consider more programs advocating for them to be a priority. We believe the evidence regarding the sentience of any invertebrate species is inconclusive, but we believe that there are enough signs of potential sentience⁸ to err on the side of caution—especially considering the vast numbers of invertebrates and the high neglectedness of this issue.⁹

A note about long-term impact

Each charity’s long-term impact is plausibly what matters most.¹⁰ The potential number of animals affected increases over time due to population growth and an accumulation of generations. Thus, we would expect that the long-term impacts of an action would likely affect more animals than the short-term impacts of the same action. Nevertheless, we are highly uncertain about the particular long-term effects of each intervention. Because of this uncertainty, our reasoning about each charity’s impact (along with our diagrams) may skew toward overemphasizing short-term effects.

Information and Analysis

Cause areas

Faunalytics’ programs primarily focus on reducing the suffering of farmed animals and helping wild animals, both of which we think are high-priority cause areas. Faunalytics also works on issues regarding companion animals, animals in science, and animals in entertainment, which we do not consider high-priority cause areas due to the relatively large amount of funding these causes receive. However, we believe Faunalytics focuses on these areas because they have the potential to attract a wider audience to their work.

Countries

Faunalytics develops their programs in the U.S. and has no subsidiaries in other countries. Although they do not work directly in other countries, they actively conduct and/or support research in China, India, Indonesia, Africa, the E.U., the U.K., Australia, Brazil, Canada, and Russia.

We used Mercy For Animals’ Farmed Animal Opportunity Index (FAOI) with the suggested weightings of scale (25%), tractability (55%), and influence (20%) to determine each country’s total FAOI score. We report this score along with the country’s global ranking from a total of 60 countries in the following format: FAOI score (global ranking). The U.S. has the following score and ranking: 53.92 (2). According to the comprehensive list of charities we are aware of, there are about 724 farmed animal advocacy organizations, excluding sanctuaries, worldwide. From this list, we found 220 in the U.S. We believe that farmed animal advocacy in the U.S. is relatively tractable and influential based on its FAOI score, but it is not very neglected. Overall, we believe that Faunalytics’ work in the U.S. is relatively high-priority.

Description of programs

Faunalytics pursues one avenue for creating change for animals: strengthening the animal advocacy movement.

To communicate the process by which we believe a charity creates change for animals, we use theory of change diagrams. It is important to note that these diagrams are not complete representations of real-world mechanisms of change. Rather, they are simplified models that ACE uses to represent our beliefs about mechanisms of change. For the sake of simplicity, some diagrams may not include relatively small or uncertain effects.

Below, we describe each of Faunalytics’ programs, listed in order of the financial resources devoted to them in 2020 (from highest to lowest). We list major accomplishments for each program, if a track record is available.

Faunalytics’ programs

Research for intervention effectiveness

Supporting and conducting advocacy research

We believe that conducting and supporting advocacy research is a generally promising intervention, especially when considering its potential effects in the longer term (defined as more than one year). Due to the lack of research about the extent to which animal advocacy research results are actually used by the movement to prioritize and implement their work, our confidence in the short-term effects of this intervention is low. We acknowledge that we may be generally biased to favor this intervention because part of our work consists of conducting and supporting relevant research—see our assessment of the effects of producing advocacy research.

Our Assessment

We think that Faunalytics’ original research and research support programs—aimed at strengthening the animal advocacy movement—are particularly effective, but there is little evidence supporting this claim. We believe that advocacy research is a neglected intervention and that Faunalytics’ work may fill a gap in the movement.

We believe that Faunalytics’ reports have the potential to: influence priorities, inform the implementation of interventions, and build the field. However, we are uncertain about the extent to which Faunalytics’ research products have reached and influenced individuals and organizations.

We consider Faunalytics’ work in the U.S. to be particularly effective based on the high number of animals, the high global influence, and the high tractability. Additionally, they conduct and support research in other high-priority countries, such as China, India, and the U.K.

Overall, we think that all of Faunalytics’ spending on programs goes toward strengthening the animal advocacy movement, which we think is a high priority.

Room for More Funding

A new recommendation from ACE could lead to a large increase in a charity’s funding. In this criterion, we investigate whether a charity is able to absorb and effectively utilize funding that the recommendation may bring in or, if the charity has a prior recommendation status, whether they will continue to effectively absorb funding that comes from our recommendation.

Method

In the following section, we inspect the charity’s plans for expansion as well as their financials, including revenue and expenditure projections.

The charities we evaluate typically receive revenue from a variety of different sources, such as individual donations or grants from foundations.¹¹ In order to guarantee that a charity will raise the funds needed for their operations, they should be able to predict changes in future revenue. To estimate charities’ room for more funding, we request records of their revenue since 2019 and ask what they predict their revenue will be in 2021–2023. A review of the literature on nonprofit finance suggests that revenue diversity may be positively associated with revenue predictability if the sources of income are largely uncorrelated.¹² However, a few sources of large donations—if stable and reliable—may also be associated with high performance and growth. Therefore, in this criterion, we also indicate the charities’ major sources of income.

We present the charities’ reported plans for expansion of each program as well as other planned changes for the next two years. We do not make active suggestions for additional plans. However, we ask charities to indicate how they would spend additional funding that we expect would come in as a result of a new recommendation from ACE, considering that a Standout Charity status and a Top Charity status would likely lead to a $100,000 or $1,000,000 increase in funding, respectively. Note that we list the expenditures for planned non-program expenses but do not make any assessment of the charity’s overhead costs in this criterion, given that there is no evidence that the total share of overhead costs is negatively related to overall effectiveness.¹³ However, we do consider relative overhead costs per program in our Cost-Effectiveness criterion. Here we focus on evaluating whether additional resources are likely to be used for effective programs or other beneficial changes in the organization. The latter may include investments into infrastructure and efforts to retain staff, both of which we think are important for sustainable growth.

It is common practice for charities to hold more funds than needed for their current expenses (i.e., reserves) in order to be able to withstand changes in the business cycle or other external shocks that may affect their incoming revenue. Such additional funds can also serve as investments into future projects in the long run. Thus, it can be effective to provide a charity with additional funds to secure the stability of the organization or provide funding for larger, future projects. We do not prescribe a certain share of reserves, but we suggest that charities hold reserves equal to at least one year of expenditures, and we increase a charity’s room for more funding if their reserves in 2021 are less than 100% of their total expenditure.

Finally, we aggregate the financial information and the charity’s plans to form an assessment of their room for more funding. All descriptive data and estimations can be found in this sheet. Our assessment of a charity’s ability to effectively absorb additional funding helps inform our recommendation decision.

Information and Analysis

The chart below shows Faunalytics’ revenues, expenditures and net assets from 2019–2020, as well as projections for the years 2021–2023. The information is based on the charity’s past financial data and their own predictions for the years 2021–2023.

Faunalytics receives the majority of their income from donations and about 2% from their own work and capital investments combined.¹⁴ In 2020, they received 28.5% of their funding from donations larger than 20% of their annual revenue. They also received a donation of $100,000 in 2020 to be disbursed in 2021–2022, leading to the rise in revenue shown in the chart.

Faunalytics has also received funding influenced by ACE as a result of their recommended charity status for the past six years. Thus, their room for more funding analysis will focus on our assessment of whether they could continue to effectively absorb funding that comes from our recommendation or larger amounts of funding.

According to Faunalytics’ reported projections, their estimated revenue in 2022 will not cover their expenditures. Subtracting their projected annual revenue from their projected annual expenditures, we find a funding gap of about $24,000 in 2022 and about $23,000 in 2023.¹⁵ We estimate that Faunalytics has received $282,000 in 2019 and $190,000 in 2020 as a result of their prior recommended charity status; should Faunalytics lose their recommended charity status, their projected revenue may be lowered, resulting in more room for funding.

With more than 100% of their current annual expenditures held in net assets—as projected by Faunalytics for 2021—we believe that they hold a sufficient amount of reserves.

Faunalytics outlined that additional funding they may receive from a change in recommendation status would go toward hiring additional research scientists, launching an internship program, hosting workshops, and organizing research events. We believe that Faunalytics could effectively absorb at least an additional $1,000,000 per year.

Below we list Faunalytics’ plans for expansion for each of their programs as well as other planned expenditures, such as administrative costs, wages, and training. We do not verify the feasibility of the plans or the specifics of how changes in expenditure will cover planned expansions. Reported changes in expenditure are based on Faunalytics’ own estimates of changes in program expenditures for 2021–2022 and 2022–2023.

Faunalytics plans to expand their original research, research library, and research support programs. More details can be found in the corresponding estimation sheet and the supplementary materials. Readers may also consult Faunalytics’ Plans & Priorities for 2021.

Our Assessment

Faunalytics plans to focus future expansions on their original research, research library, and research support programs. For donors influenced by ACE wishing to donate to Faunalytics, we estimate that the organization can continue to effectively absorb funding that we expect to come with a recommendation status.

Based on (i) Faunalytics’ own projections that their projected revenue will not cover their expenditures, (ii) our assessment that they have sufficient reserves, (iii) our assessment that they could effectively absorb an additional $1,000,000, and (iv) our assumption that a loss of recommendation status would result in a decrease in funding, we believe that overall, Faunalytics continues to have room for $1,260,000 of additional funding in 2022 and $1,259,000 in 2023. See our Programs criterion for our assessment of the effectiveness of their programs.

It is possible that a charity could run out of room for funding more quickly than we expect, or that they could come up with good ways to use funding beyond what we expect. If a charity receives a recommendation as Top Charity, we check in mid-year about the funding they’ve received since the release of our recommendations, and we use the estimates presented above to indicate whether we still expect them to be able to effectively absorb additional funding at that time.

Cost Effectiveness

Method

A charity’s recent cost effectiveness provides an insight into how well it has made use of its available resources and is a useful component in understanding how cost effective future donations to the charity might be. In this criterion, we take a more in-depth look at the charity’s use of resources over the past 18 months and compare that to the outputs they have achieved in each of their main programs during that time. We seek to understand whether each charity has been successful at implementing their programs in the recent past and whether past successes were achieved at a reasonable cost. We only complete an assessment of cost effectiveness for programs that started in 2019 or earlier and that have expenditures totaling at least 10% of the organization’s annual budget.

Below, we report what we believe to be the key outputs of each program (for a complete list of outputs reported by Faunalytics, see this document), as well as the total program expenditures. To estimate total program expenditures, we take the reported expenditures for each program and add a portion of their non-program expenditures weighted by the size of the program. This allows us to incorporate general organizational running costs into our consideration of cost effectiveness.

We spend a significant portion of our time during the evaluation process verifying the outputs charities report to us. We do this by (i) searching for independent sources that can help us verify claims, and (ii) directing follow-up questions to charities to gather more information. We adjusted some of the reported claims based on our verification work.

Information and Analysis

Overview of expenditures

The following chart shows Faunalytics’ total program expenditures from January 2020 – June 2021.

Our Assessment

The impacts of research projects on animals are difficult to measure, as impacts can be either indirect or happen in the future. Given the outputs achieved using the stated expenditures per program, we do not have concerns about the cost effectiveness of Faunalytics’ programs.

Leadership and Culture

A charity that performs well on this criterion has strong leadership and a healthy organizational culture. The way an organization is led affects its organizational culture, which in turn impacts the organization’s effectiveness and stability.¹⁷ The key aspects that ACE considers when examining leadership and culture are reviewed in detail below.

Method

We review aspects of organizational leadership and culture by capturing staff and volunteer perspectives via our culture survey, in addition to information provided by top leadership staff (as defined by each charity).

Assessing leadership

First, we consider key information about the composition of leadership staff and board of directors. There appears to be no consensus in the literature on the specifics of the relationship between board composition and organizational performance,¹⁸ therefore we refrain from making judgements on board composition. However, because donors may have preferences on whether the Executive Director (ED) or other top executive staff are board members or not, we note when this is the case. According to the Council on Foundations,¹⁹ risks of EDs serving as board members include conflicts of interest when the board sets the ED’s salary, complicated reporting relationships, and blurred lines between governing bodies and staff. On the other hand, an ED that is part of a governing board can provide context about day-to-day operations and ultimately lead to better-informed decisions, while also giving the ED more credibility and authority.

We also consider information about leadership’s commitment to transparency by looking at available information on the charity’s website, such as key staff members, financial information, and board meeting notes. We require organizations selected for evaluation to be transparent with ACE throughout the process. Although we value transparency, we do not expect all organizations to be transparent with the public about sensitive information. For example, we recognize that organizations and individuals working in some regions or on some interventions could be harmed by making information about their work public. In these cases, we favor confidentiality over transparency.

In addition, we utilize our culture survey to ask staff to identify the extent to which they feel that leadership is competently guiding the organization.

Organizational policies

We ask organizations undergoing evaluation to provide a list of their human resources policies, and we elicit the views of staff and volunteers through our culture survey. Administering ACE’s culture survey to all staff members, as well as volunteers working at least 20 hours per month, is an eligibility requirement to be recommended as an ACE Top or Standout Charity. However, ACE does not require individual staff members or volunteers at participating charities to complete the survey. We recognize that surveying staff and volunteers could (i) lead to inaccuracies due to selection bias, and (ii) may not reflect employees’ true opinions as they are aware that their responses could influence ACE’s evaluation of their employer. In our experience, it is easier to uncover issues with an organization’s culture than it is to assess how strong an organization’s culture is. Therefore, we focus on determining whether there are issues in the organization’s culture that have a negative impact on staff productivity and well-being.

We assume that employees in the nonprofit sector have incentives that are material, purposive, and solidary.²⁰ Since nonprofit sector wages are typically below for-profit wages, our survey elicits wage satisfaction from all staff. We also ask organizations to provide volunteer hours, because due to the absence of a contract and pay, volunteering may be a special case of uncertain work conditions. Additionally, we request the organization’s benefit policies regarding time off, health care, and training and professional development. As policies vary across countries and cultures, we do not evaluate charities based on their set of policies and do not expect effective charities to have all policies in place.

To capture whether the organization also provides non-material incentives, e.g., goal-related intangible rewards, we elicit employee engagement using the Gallup Q¹² survey. We consider an average engagement score below the median value (i.e., below four) of the scale a potential concern.

ACE believes that the animal advocacy movement should be safe and inclusive for everyone. Therefore, we also collect information about policies and activities regarding representation/diversity, equity, and inclusion (R/DEI). We use the terms “representation” and “diversity” broadly in this section to refer to the diversity of certain social identity characteristics (called “protected classes” in some countries).²¹ Additionally, we believe that effective charities must have human resources policies against harassment²² and discrimination,²³ and that cases of harrassment and discrimination in the workplace should be addressed appropriately. Any cases of discrimination or harrassment reported to us through our culture survey or testimonials are kept confidential to protect the source unless they explicitly agree to make their claims public. If a specific case of harassment or discrimination from the last 12 months is reported to ACE by several current or former staff members or volunteers at a charity, and said case remains unaddressed, the charity in question is ineligible to receive a recommendation from ACE.

Information and Analysis

Leadership staff

In this section, we list each charity’s President (or equivalent) and/or Executive Director (or equivalent), and we describe the board of directors. This is completed for the purpose of transparency and to identify the relationship between the ED and board of directors.

• President: Caryn Ginsberg, involved in the organization for seven years
• Executive Director (ED): Brooke Haggerty, involved in the organization for three years
• Number of members on board of directors: six members, including President Caryn Ginsberg

Faunalytics did not have a transition in leadership in the last year.

All of the staff respondents to our culture survey agreed that Faunalytics’ leadership team guides the organization competently.

Faunalytics has been transparent with ACE during the evaluation process. In addition, Faunalytics’ financial documents are available on the charity’s website or GuideStar. A list of board members and a list of key staff members are available on the charity’s website. In addition, board meeting notes are available on the charity’s website.

Culture

At the time of distributing the culture survey, Faunalytics had six staff members (including full-time, part-time, and contractors) and 12 volunteers. Six staff members and three volunteers responded to our survey (one email bounced), yielding response rates of 100% and 27%, respectively. One out of six team members were identified as members of leadership, which could have skewed the results of our survey.

Faunalytics has a formal compensation plan to determine staff salaries. All staff that responded to our survey report that they are at least somewhat satisfied with their wage and benefits. Faunalytics offers 10 days of paid holiday time per year, 10 days of paid personal time per year, eight sick days per year, and partial healthcare coverage. Additional policies are listed in the table below.

General compensation policies

The average score in our engagement survey is 6.8 (on a 1–7 scale), suggesting that on average, staff do not exhibit a low engagement score. Faunalytics has staff policies against harassment and discrimination. None of the staff or volunteers report that they themselves have experienced harassment or discrimination at their workplace during the last twelve months, and none of them report to have witnessed harassment or discrimination of others. See all other related policies in the table below.

Policies related to representation/diversity, equity, and inclusion (R/DEI)

Our Assessment

We did not detect any major concerns in Faunalytics’ leadership and organizational culture. We positively noted that Faunalytics’ staff generally agree that leadership guides the organization competently, that team members do not experience harrassment or discrimination in the workplace, and that team members seem engaged and satisfied with their job.

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1. Sentience Institute (2020) 

2. Šimčikas (2019); Bollard (2017) 

3. On average, our team considers advocating for welfare improvements to be a positive and promising approach. However, there are different viewpoints within ACE’s research team on the effect of advocating for animal welfare standards on the spread of anti-speciesist values. There are concerns that arguing for welfare improvements may lead to complacency related to animal welfare and give the public an inconsistent message—e.g., see Wrenn (2012). In addition, there are concerns with the alliance between nonprofit organizations and the companies that are directly responsible for animal exploitation, as explored in Baur and Schmitz (2012). 

4. The weightings used for calculating these country scores are scale (25%), tractability (55%), and regional influence (20%). 

5. We don’t believe that the number of individuals is the only relevant characteristic for scale, and we don’t necessarily believe that groups of animals should be prioritized solely based on the scale of the problem. However, number of animals is one characteristic we use for prioritization. 

6. We estimate there are 10 quintillion, or 10¹⁹, wild animals alive at any time, of whom we estimate at least 10 trillion are vertebrates. It’s notable that Rowe (2020) estimates that 100 trillion to 10 quadrillion (or 10¹⁴ to 10¹⁶) wild invertebrates are killed by agricultural pesticides annually.  

7. Farmed invertebrates include, among other groups, honey bee workers (26.4 trillion used annually), cochineals (9.93 trillion killed annually), caterpillars used for silk (636 billion killed annually) Rowe (2020) 

8. For a discussion on invertebrate sentience, see for example Waldhorn et al. (2019). 

9. Rowe (2020) 

10. For arguments supporting the view that the most important consideration of our present actions should be their impact in the long term, see Greaves & MacAskill (2019) and Beckstead (2019). 

11. To be selected for evaluation, we require that a charity has a revenue of at least about $50,000 and faces no country-specific regulatory barriers to receiving money from ACE. 

12. Calabrese (2020)  

13. Garven et al. (2016); Mitchell & Calabrese (2018) 

14. Based on the numbers that Faunaltyics provided for 2020. 

15. Currency amounts are rounded to the nearest one thousand.  

16. To estimate their expenditures, we took their reported expenditures for this program and added a portion of their general non-program expenditures weighted by the size of this program compared to their other programs. This allowed us to incorporate their general organizational running costs into our consideration of their cost effectiveness.  

17. Groysberg et al. (2018) 

18. Du Bois et al. (2007) 

19. Council on Foundations (2010) 

20. Clark and Wilson (1961), as cited in Rollag (n.d.) 

21. Examples of such social identity characteristics are: race, color, ethnicity, religion, sex, gender or gender expression, sexual orientation, pregnancy or parental status, marital status, national origin, citizenship, amnesty, veteran status, political beliefs, age, ability, and genetic information. 

22. Harassment can be non-sexual or sexual in nature: ACE defines non-sexual harassment as unwelcome conduct—including physical, verbal, and nonverbal behavior—that upsets, demeans, humiliates, intimidates, or threatens an individual or group. Harassment may occur in one incident or many. ACE defines sexual harassment as unwelcome sexual advances; requests for sexual favors; and other physical, verbal, and nonverbal behaviors of a sexual nature when (i) submission to such conduct is made explicitly or implicitly a term or condition of an individual’s employment; (ii) submission to or rejection of such conduct by an individual is used as the basis for employment decisions affecting the targeted individual; or (iii) such conduct has the purpose or effect of interfering with an individual’s work performance or creating an intimidating, hostile, or offensive working environment. 

23. ACE defines discrimination as the unjust or prejudicial treatment of or hostility toward an individual on the basis of certain characteristics (called “protected classes” in some countries), such as race, color, ethnicity, religion, sex, gender or gender expression, sexual orientation, pregnancy or parental status, marital status, national origin, citizenship, amnesty, veteran status, political beliefs, age, ability, or genetic information. 

24. Faunalytics reports that while they do not currently have an internship program, if they do launch an internship program it will be paid.