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Exploring the legitimacy of industry-led farm animal welfare governance using examples of Canadian and United States dairy standards

Published online by Cambridge University Press:  31 March 2025

Christine Kuo
Affiliation:
Animal Welfare Program, Faculty of Land and Food Systems, The University of British Columbia, 2357 Main Mall Vancouver, BC, Canada, V6T 1Z6
Daniel M. Weary
Affiliation:
Animal Welfare Program, Faculty of Land and Food Systems, The University of British Columbia, 2357 Main Mall Vancouver, BC, Canada, V6T 1Z6
Steven M. Roche
Affiliation:
ACER Consulting, 101–100 Stone Road West, Guelph, ON, Canada, N1G 5L3
Marina A.G. von Keyserlingk*
Affiliation:
Animal Welfare Program, Faculty of Land and Food Systems, The University of British Columbia, 2357 Main Mall Vancouver, BC, Canada, V6T 1Z6
*
Corresponding author: Marina A.G. von Keyserlingk; Email: [email protected]
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Abstract

The governance of farm animal welfare is led, in certain countries and sectors, by industry organisations. The aim of this study was to analyse the legitimacy of industry-led farm animal welfare governance focusing on two examples: the Code of Practice for the Care and Handling of Dairy Cattle and the Animal Care module of the proAction programme in Canada, and the Animal Care module of the Farmers Assuring Responsible Management (FARM) programme in the United States (US). Both are dairy cattle welfare governance programmes led by industry actors who create the standards and audit farms for compliance. We described the normative legitimacy of these systems, based on an input, throughput, and output framework, by performing a document analysis on publicly available information from these organisations’ websites and found that the legitimacy of both systems was enhanced by their commitment to science, the presence of accountability systems to enforce standards, and wide participation by dairy farms. The Canadian system featured more balanced representation, and their standard development process uses a consensus-based model, which bolsters legitimacy compared to the US system. However, the US system was more transparent regarding audit outcomes than the Canadian system. Both systems face challenges to their legitimacy due to heavy industry representation and limited transparency as to how public feedback is addressed in the standards. These Canadian and US dairy industry standards illustrate strengths and weakness of industry-led farm animal welfare governance.

Type
Research Article
Creative Commons
Creative Common License - CCCreative Common License - BYCreative Common License - SA
This is an Open Access article, distributed under the terms of the Creative Commons Attribution-ShareAlike licence (http://creativecommons.org/licenses/by-sa/4.0), which permits re-use, distribution, and reproduction in any medium, provided the same Creative Commons licence is used to distribute the re-used or adapted article and the original article is properly cited.
Copyright
© The Author(s), 2025. Published by Cambridge University Press on behalf of The Universities Federation for Animal Welfare

Introduction

In some countries and sectors, farm animal welfare is governed by a blend of public and private organisations and their associated policies. For instance, farm animal transport, slaughter, and anti-cruelty legislation is governed federally in Canada (Sankoff Reference Sankoff2019), and provinces also have anti-cruelty legislation (Fraser et al. Reference Fraser, Koralesky and Urton2018). In the United States (US), federal public governance of farm animal welfare is mainly for transport and slaughter; individual states have anti-cruelty legislation, and some have farm animal-specific legislation (e.g. Constitution of the State of Florida, Article X, Section 21 bans the use of sow gestation crates in Florida; Mench Reference Mench2008).

Private organisations are increasingly involved in creating animal welfare standards, creating a shift from ‘government’ having jurisdiction, towards ‘governance’ being shared amongst different organisations (Maciel & Bock Reference Maciel and Bock2013). In this paper, we define private governance as “a form of socio-political steering in which private actors are directly involved in regulating – in the form of standards or more general normative guidance – the behaviour of a distinct group of stakeholders” (Pattberg Reference Pattberg2006; p 591). Private governance organisations typically have little to no involvement with government actors or public infrastructure (Black Reference Black2008), develop rules and regulations around an issue without having a specific legal mandate to do so (Neuner Reference Neuner2020), and often arise to fill gaps where public government has failed to address social issues (Rudder Reference Rudder2008). Farm animal welfare is an increasingly politicised issue (Hårstad Reference Hårstad2023) of growing societal concern (von Keyserlingk & Weary Reference von Keyserlingk and Weary2017) that in Canada and the US largely lacks legally mandated standards (Mench Reference Mench2008; Sankoff Reference Sankoff2019). Thus, it is no surprise that farm animal welfare standards have been developed by private actors in these two countries. Examples in Canada and the US include organic standards, animal welfare non-governmental organisation (NGO) standards (i.e. Animal Welfare Approved by A Greener World, https://agreenerworld.org/certifications/animal-welfare-approved/), food retailer standards (i.e. Sprouts Farmers Market, https://www.sprouts.com/about/sustainability/animal-welfare/), and industry-led standards.

Examples of industry-led standards can be seen in the Canadian and US dairy industries, which have taken the lead in creating and enforcing standards for dairy cattle welfare in their respective countries. In Canada, the National Farm Animal Care Council (NFACC), through the initiative of the Dairy Farmers of Canada (DFC), led the creation of the Code of Practice for the Care and Handling of Dairy Cattle (henceforth the ‘Dairy Code’) (NFACC 2023a). Following the requirements set in the Code is mandatory for all dairy farmers in Canada through the Animal Care module of the DFC’s ‘proAction’ programme (DFC n.d.a.). This programme translates requirements from the Code into auditable criteria and implements an on-farm auditing programme (henceforth termed the Code-proAction system).

The NFACC published the first modern version of the Dairy Code in 2009 and updated it in 2023 (NFACC n.d.b.). In 2015, the DFC created an Animal Care module based on the 2009 version of the Dairy Code (DFC n.d.a.), and enforcement was initiated in 2017 (DFC 2018). Codes are reviewed every five years, at which time one of the following recommendations is given: (1) reaffirmation of the Code; (2) an overall update is needed; or (3) specific amendments are needed (NFACC n.d.d.). The aim is for Codes to be updated every 10 years (NFACC n.d.d.).

The Code is developed through the work of a Code Committee and Scientific Committee, with public input through a pre-development survey and public comment period of the draft standard (NFACC n.d.d.) (Figure 1). Specific requirements in the Code are enforced through the DFC’s proAction Animal Care module, which follows NFACC’s Animal Care Assessment Framework. This framework lays out requirements for industry groups when developing assessment programmes based off of the Codes, including guidance on how the Codes are translated into auditable criteria for use on farms (NFACC n.d.g.). The proAction Animal Care module criteria are decided upon by the Animal Care Technical Committee and the proAction Committee, with all recommendations subject to approval by the DFC Board of Directors (DFC 2023b) (Figure 2).

Figure 1. The standard development process for the Code of Practice for the Care and Handling of Dairy Cattle, a Canadian national standard by the National Farm Animal Care Council (NFACC) for dairy cattle welfare.

Figure 2. The development process for the proAction Animal Care Module, a set of requirements for dairy cattle care by the Dairy Farmers of Canada.

Farms are assessed by proAction auditors (known as validators in the proAction programme, but for the purposes of this paper referred to as auditors) every two years to determine if they have met the Animal Care module’s requirements, with dairy farmers completing a self-declaration on alternate years, of which 5% are audited following their self-declaration (DFC 2023b). As part of the assessment, farms must also undergo cattle assessments where a random sample of cows from each herd is systematically selected according to a sample size calculator and scored for hock, knee, neck, body condition, and locomotion scores against proAction’s requirements (DFC 2023a). Failure to meet proAction requirements may result in the need for a corrective action plan that must be developed and administered within a specified timeline (DFC 2023b).

In the US, the Farmers Assuring Responsible Management (FARM) programme is run by the National Milk Producers Federation (Arlington, Virginia) and Dairy Management Inc (Rosemont, Illinois) (FARM 2024a). In 2022, more than 98% of milk produced in the US was subject to FARM Animal Care standards (FARM n.d.a.). Unlike the Code-proAction system, where standard development and enforcement are managed by separate organisations, the FARM programme develops and enforces their standards. The FARM programme was launched in 2009, and its standards are updated every three years; Version 5 of their animal care programme took effect on July 1, 2024 (FARM 2024a).

FARM’s standard is developed through the work of the Animal Care Task Force, Farmer Advisory Council, and NMPF Animal Health and Well-Being Committee, as well as public feedback from a pre-development survey and public comment period (FARM 2023a,b; n.d.a.) (Figure 3).

Figure 3. The standard development process for the Farmers Assuring Responsible Management (FARM) programme’s Animal Care standards, a standard for dairy cattle welfare in the United States by the National Milk Producers Federation (NMPF) and Dairy Management Inc.

The FARM programme enforces its Animal Care standards through an on-farm auditing programme, where all farms are audited at least once every three years by a FARM auditor (referred to as evaluators in the FARM programme, but for the purposes of this paper referred to as auditors), and a sample of farms undergo a third-party audit every six months (FARM 2024b). Failure to meet the programme’s standards may result in a corrective action plan with timelines of varying length depending on the requirement that was violated (FARM 2024b).

The Code-proAction system and FARM programme standards are unique compared to other private certification schemes in that they apply to most farmers within the country, thereby functioning as industry-wide standards for animal care. Although adherence is not legally mandated, producers are motivated to comply for a variety of reasons. Suppliers and retailers may require compliance from their producers so they can signal the standard’s attributes to consumers in marketing and labeling schemes (Fuchs et al. Reference Fuchs, Kalfagianni and Havinga2011a), motivating producers to comply for basic market access and better economic returns (Bock & van Huik Reference Bock and van Huik2007).

Private governance of animal welfare has been criticised as being less legitimate than public governance, as the former does not need to follow the principles that grant a government legitimacy (Maciel & Bock Reference Maciel and Bock2013). Legitimacy can be conceptualised in two ways. Normative legitimacy means that “the right of an institution to make publicly binding decisions has to be justified by some objective means (e.g. its practices meet a set of standards that [have] been agreed upon)” (Lindgren & Persson Reference Lindgren and Persson2010; p 451). This approach may be operationalised by assessing whether or not a governing body meets a set of moral criteria, or utilises processes associated with legitimate governance (Schmidt Reference Schmidt and Schmidt2020). Empirical legitimacy involves, “[an institution being] accepted as appropriate and worthy of being obeyed by those affected by its policies” (Lindgren & Persson Reference Lindgren and Persson2010; p 451). An institution that establishes a degree of normative legitimacy may not necessarily have empirical legitimacy, and vice versa. Some argue that multiple forms of legitimacy are necessary for an organisation to function, as normative legitimacy ensures that an organisation follows legitimate processes and procedures, while empirical legitimacy ensures that the organisation’s policies and goals are complied with and accepted by stakeholders (Hahn & Weidtmann Reference Hahn and Weidtmann2016; Kusnezowa & Vang Reference Kusnezowa and Vang2021).

Private governance organisations are varied in their structure and goals (Black Reference Black2008), and some private organisations may enjoy considerable legitimacy. In some cases, private organisation may be able to create effective outcomes (Maciel & Bock Reference Maciel and Bock2013), for example, if they are better resourced with deeper expertise to tackle specific issues (Rudder Reference Rudder2008), or nimbler and thus able to act more quickly compared to governments (Hårstad Reference Hårstad2023). In such cases, private organisations may be able to create and enforce effective, specific standards that promote higher welfare than would otherwise be possible.

Criticisms of the legitimacy of private governance often centre around inclusivity, transparency, and accountability. The standard development process of private organisations may exclude the voices of minority groups (Cheyns Reference Cheyns2014) or smaller farmers (Fuchs et al. Reference Fuchs, Kalfagianni and Havinga2011a), and consumers may be provided limited opportunity to participate in the standard-setting process (Ryland Reference Ryland2018). Private organisations may also lack accountability for their actions and transparency about their processes (Black Reference Black2008). For example, Ryland (Reference Ryland2018) argued that the GLOBAL G.A.P. animal welfare standard (https://oc8.globalgap.org/uk_en/) suffers from limited legitimacy due to failure at the point of sale by the retailer to provide information on animal welfare (or improvements thereof) from the certification body. Industry-led private agri-food governance has also been criticised for creating weak standards that are intended to bolster public trust rather than meaningfully addressing the issue at hand (Sharma et al. Reference Sharma, Teret and Brownell2010; Moog et al. Reference Moog, Spicer and Böhm2015); this criticism may also extend to industry-led animal welfare standards.

As private food industry actors globally push for assurance programmes that meet consumer demands, including those for animal welfare (Fulponi Reference Fulponi2006), our aim was to understand potential strengths and weaknesses of private animal welfare governance using the Code-proAction system in Canada and the FARM programme in the US as examples. While Bradley and MacRae (Reference Bradley and MacRae2011) discussed the legitimacy of the NFACC Code development process when it was first introduced, the process has changed since then. To our knowledge, the FARM programme has not been examined through a legitimacy lens. This paper will follow a framework for normative legitimacy, performing a document analysis of publicly available information about dairy cattle welfare standards on the NFACC, proAction, and FARM programme websites.

Materials and methods

Normative legitimacy conceptual framework

We have included a reflexivity statement to acknowledge how our contexts may have influenced this research (Olmos-Vega et al. Reference Olmos-Vega, Stalmeijer, Varpio and Kahlke2023). CK is an MSc student in Applied Animal Biology Graduate Programme at the University of British Columbia (UBC) who holds a BA in International Relations from UBC and has been involved in dairy cattle welfare research since 2020. She did not grow up in an agricultural community and has not held a professional role at NFACC, the DFC, or the FARM programme. MvK and DMW are both Professors in UBC’s Animal Welfare Programme. MvK served as a scientific advisor for the FARM programme from 2011–2020 and is now a director at Animal Health Canada, NFACC’s parent organisation. DMW was a founding director of NFACC and currently sits as the scientific representative on the NFACC board. He also co-chaired the scientists’ committee for the development of the 1997 Dairy Code of Practice and was a member of the scientists’ committee for the 2023 Dairy Code of Practice. SMR is a private consultant who actively works with NFACC, DFC, and NMPF to support the development, implementation, and evaluation of the proAction and FARM animal care programmes. None of the listed organisations had any role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript. To mitigate biases, the initial document analysis was completed by CK, who does not have a role at any of the listed organisations. Throughout the analysis process, we intentionally focused upon publicly available information regarding these programmes and held discussions about ensuring that insider information did not influence the direction of the manuscript.

We used an input, throughput, and output framework based on democratic principles to assess normative legitimacy. Koppell (Reference Koppell2007; p 190) argues that although it is “impossible to identify some set of universal demands of legitimacy” because normative legitimacy criteria vary over “time, geography, and context,” in the context of current times, democratic principles are generally seen as universally legitimate across different cultures.

Input legitimacy is dependent upon the ability of a broad range of relevant stakeholders to be involved in decision-making, and that these stakeholders provide meaningful input through their qualifications or expertise (Hahn & Weidtmann Reference Hahn and Weidtmann2016). Throughput legitimacy, also termed procedural legitimacy, concerns the accountability, transparency, inclusiveness, and openness to consultation with the public of governance processes (Schmidt Reference Schmidt2013; Schmidt & Wood Reference Schmidt and Wood2019). Output legitimacy is dependent on whether policies are effective at meeting the organisation’s goals and achieving outcomes (Schmidt Reference Schmidt and Schmidt2020).

Our input, throughput, and output legitimacy criteria were adapted from work by Kusnezowa and Vang (Reference Kusnezowa and Vang2021), Schmidt and Wood (Reference Schmidt and Wood2019), and Mena and Palazzo (Reference Mena and Palazzo2012). In total, our framework comprises eight criteria (see Table 1). Using this framework, we performed a document analysis of publicly available materials from the NFACC, proAction, and FARM programme websites. Document analysis is a research method that uses documents as an information resource (Coffey Reference Coffey and Flick2012) and can be used in policy research (Karppinen & Moe Reference Karppinen, Moe, Just and Puppis2012). Since the Code was updated in March 2023, we refer to this version when discussing the Dairy Code, but in the case of proAction, we refer to the most recently available information, recognising it has not yet been updated to align with the requirements of the 2023 Dairy Code. The fifth version of FARM Animal Care programme standards was published in July 2024 and provides the basis for the information in this analysis.

Table 1. Normative legitimacy framework used to analyse the Code-proAction system for dairy cattle welfare governance in Canada, which involves the National Farm Animal Care Council of Canada’s Code of Practice for the Care of Dairy Cattle and the associated proAction Animal Care module by the Dairy Farmers of Canada, in comparison to the US-based Farmers Assuring Responsible Management Programme’s Animal Care module. Legitimacy criteria are categorised according to input, throughput, and output legitimacy

Webpages and documents were retrieved from September 2023 to December 2023 by searching each organisations’ websites including annual reports, videos, webpages explaining their standards and processes, webpages detailing the committees and members involved in the organisation, and the manuals associated with each set of standards that describe in detail the programme’s requirements. This search was supplemented by additional searches from February 2024 to April 2024 and in September 2024 to include newly released information on FARM Animal Care version 5.

Following the searches, materials were downloaded to Zotero, a citation manager software. All of the retrieved materials were carefully read, and materials relevant to our legitimacy framework were deductively analysed (12 from the NFACC website; five from the proAction website; 12 from the FARM website) using manual thematic coding (Guest et al. Reference Guest, MacQueen and Namey2012), where pieces of text that corresponded to the legitimacy criteria in our framework were highlighted and noted in the ‘notes’ section of Zotero.

Results

Stakeholder representation

The Code-proAction system and the FARM programme both categorise representation in terms of different organisations and interests. The NFACC 2023 Dairy Code included the following Code Development Committee membership: six dairy farmers, one veterinarian, one animal welfare organisation representative, two provincial government representatives, one processor, two researchers (who were also on the Scientific Committee), three programme implementation experts, one technical expert, two federal government representatives, two allied industry (beef cattle and veal) representatives, and one industry liaison (a representative from the DFC) (NFACC 2023a).

The Animal Care Technical Committee responsible for developing the proAction Animal Care module includes 13 members with representation from farmers, scientists, veterinarians, and industry specialists (DFC 2023b). Representatives are chosen via nominations by the commodity association (in this case, the DFC) (NFACC n.d.g.). The Animal Care Technical Committee reports to the proAction Committee, where 15 of the 16 voting members are dairy farmers (DFC 2023b). Final approval of proAction standards is the sole responsibility of the DFC’s Board of Directors (DFC 2023b). Of note is that six of the 19 committee members were dairy farmers and one of the 19 committee members was a representative from a dairy organisation in the NFACC standard development process; other groups were less well represented (e.g. one animal welfare organisation representative). The proAction Animal Care committee also features heavy representation from dairy farmers and associated staff.

FARM programme’s committees involved with the development of Version 5 of the Animal Care Module include the Farmer Advisory Council (100% farmers), the Animal Care Task Force (26% farmers), and the Animal Health & Well-Being Committee (60% farmers) (FARM 2023b). Final approval of the FARM Animal Care standards is under the purview of the NMPF Board of Directors, of which 65% are farmers (FARM 2023b). For each of these bodies, non-dairy-farmer membership is comprised of veterinarians, animal scientists, milk processors, and dairy co-operative representatives (FARM 2024a). In the US, many dairy farms supply milk to a dairy co-operative (United States Department of Agriculture [USDA] 2005); thus, dairy co-operatives have a stronger presence in the FARM programme compared to Canada where dairy farms operate independently but supply milk jointly to the milk pool of their region following the supply management system (Government of Canada 2023).

We have discussed representation on the different committees in terms of membership that speaks directly to dairy farming interests (i.e. dairy farmers) vs others (i.e. veterinarians, government representatives, etc), but we acknowledge that the interests of individual representatives may not always be clear. Individuals that are not direct representatives of dairy farming interests may still be beholden to the industry’s interests; for example, veterinarians may be financially dependent upon dairy farmers who are their clientele, and researchers may be beholden to organisations like the DFC who fund their research.

Both programmes also attempt to include the voices of individuals and organisations who are not part of a decision-making committee through a survey administered prior to standard development and via a public comment period when the draft standard is released. For example, the most recent Dairy Code pre-development survey reported that they primarily received responses from the following categories: ‘general public’ (43.8% of respondents), ‘consumer’ (39.1% of respondents), ‘animal welfare advocate’ (36.7% of respondents), and ‘dairy producers’ (20.8% of respondents) (respondents were able to select more than one category) (NFACC 2019). The primary responses to the public comment period were divided as follows: dairy producers (40%); consumers (17%); and what they termed ‘concerned citizen/animal welfare advocate’ (31%) (NFACC 2023b).

In contrast, the FARM programme’s pre-development survey primarily received responses from industry-affiliated personnel: 63% dairy farmers; 16% dairy processing organisation staff; and 12% veterinarians (Roche et al. Reference Roche, Renaud and Saraceni2022). Only 1.5% of respondents represented the public and consumers (Roche et al. Reference Roche, Renaud and Saraceni2022). The specific respondent demographics for the public comment period were not publicly shared, but included individuals, co-ops, and industry allies (FARM 2022).

Using and referring to expertise

Both the Code-proAction system and the FARM programme state their commitment to science-based animal welfare standards. The FARM programme was certified through the International Organisation for Standardisation (ISO) Technical Specification during Version 4 (V4), which certifies that V4 met international animal care standards (no public information was available regarding the latest version [V5; FARM 2020]).

Although the Dairy Code and FARM programme standards are based upon science, animal welfare is a value-laden science (Fraser et al. 1977), meaning that organisational values and the values of representatives sitting on committees influence the content and enforcement of standards. Organisational definitions of animal welfare appear to avoid value-laden language, focusing on the animal’s state of being and outcomes. NFACC defines animal welfare according to an animal’s ability to physically, physiologically, and psychologically cope with its conditions (NFACC n.d.a.) while the FARM programme defines animal welfare as the outcomes experienced by the animals, which can be influenced by “housing environments and facilities, management practices, standard operating procedures or protocols, and direct human-animal interactions and handling” (FARM 2024a; p 5). The Dairy Code attempts to reflect the scientific consensus in its peer-reviewed Scientific Report (by DeVries et al. Reference DeVries, Vasseur, Duffield, Weary, Winder and Wiens2020), which summarises the scientific literature about the pre-defined priority issues, and how these studies were designed, conducted and interpreted. However, both this review and the original studies included in the review may also be subject to biases, including the interests and values of the researchers and the funders of research.

Transparency

The NFACC publicly releases yearly progress reports (NFACC n.d.e.), information about the Code development process (NFACC n.d.d.), and related documents (e.g. the Scientific Report by DeVries et al. Reference DeVries, Vasseur, Duffield, Weary, Winder and Wiens2020). ProAction publishes yearly progress reports (DFC n.d.b.) and documents with information regarding their standard requirements and enforcement policies (DFC 2023b). Both organisations are also transparent about the individuals involved in the standard development process and identifies them by name (DFC 2023b; FARM 2024a).

The FARM programme publishes documents online concerning the organisation’s activities, including annual reports since 2014 (FARM n.d.b.), information on governance structure and membership (FARM 2024b), Industry Town Hall recordings that discuss standard development progress (FARM n.d.a.), and survey results (Roche et al. Reference Roche, Renaud and Saraceni2022). The FARM programme is also transparent about the individuals involved and identifies them by name (FARM 2024a). Timeliness of information provision is one component of transparency (Fuchs et al. Reference Fuchs, Kalfagianni and Havinga2011a) where the FARM programme differs from the Dairy Code, in that updates are published regularly throughout the development process of the standard for the FARM programme (FARM n.d.a.).

Transparency relating to the public comments received is limited in both systems. The NFACC released a summary of comments received for the 2023 Dairy Code (NFACC 2023b), and the FARM programme provided a summary of public comments through Industry Town Hall video livestreams about the standard development process (FARM n.d.a.) and a written document (FARM 2023a), but neither organisation published individual comments.

Transparency of outcome measures and the results of on-farm visits vary between the systems. ProAction released limited information about on-farm audits conducted in 2017, including that 88% of farmers had an SOP for calf feeding and that 90% of sampled cattle fell within the acceptable range for locomotion scoring (DFC 2018). However, to our knowledge, the proAction Animal Care module has not publicly released audit outcomes since 2017. In contrast, the FARM programme has published selected outcome measures annually since 2016 (FARM 2016). In their 2022 annual report, FARM released information on outcome measures relating to the number of evaluations performed, percentages of farms required to correct certain types of infractions, and percentages of farms that met requirements to have a valid, signed Veterinarian-Client-Patient relationship form and stockmanship training requirements (FARM 2022).

Accountability

ProAction and the FARM programme both require on-farm audits of participating dairy farms to hold them accountable to their standards. Under proAction, failure to meet certain requirements results in a major or minor non-conformance, which must be remedied through a corrective action plan and within a timeline made in collaboration with a dairy professional (i.e. the herd veterinarian) (DFC 2023a,b). Loss of licencing can occur if major issues are unresolved within the specified timeline (DFC 2023a). Failure to meet other requirements results in demerits (DFC 2023b). Farms may have demerits but still retain licencing; proAction states that this “allow[s] farmers to have some flexibility and promote continuous improvement” (DFC 2023b; p 5). However, our review of the proAction Animal Care documents did not reveal the threshold for demerits, or if demerits require corrective action. Animal abuse cases uncovered by proAction are reported to the authorities associated with animal abuse regulations (DFC 2023b).

The FARM programme also enforces its standards through an on-farm auditing programme. Farms failing to meet certain FARM standards may be required to develop, depending on the infraction, an Immediate Action Plan, a Mandatory Corrective Action Plan, or a Continuous Improvement Plan (FARM 2024b). These plans differ in terms of the length of time allowed for the farm to resolve the infraction; resolution times are immediate, within nine months, or within three years, respectively. Failure to comply can result in a Conditional Decertification that will block the farmer from selling milk under FARM’s certification until the issue is resolved (FARM 2024b). In addition, FARM has a Willful Mistreatment or Neglect Protocol that is triggered in response to allegations of animal abuse; under this protocol, farms may be inspected by a third party and decertified based on the outcome of that inspection (FARM 2024b). Facilities may apply for reinstatement but must pass additional audits (FARM n.d.c.). Our review of FARM documents found no data on the frequency of this outcome.

An important feature of accountability is the extent to which non-compliant farms are faced with consequences. Our review of both systems shows that farmers can face a tangible penalty (loss of licencing or access to their milk market) in both the US and Canada for failing to meet certain standards. However, limited transparency regarding the audit outcomes (i.e. how many farms fail and why) in both systems limits accountability and makes it unclear the degree to which non-compliant farms face these consequences. It is also unclear if corrective actions and their timelines are appropriately matched to requirements.

The independence of the auditor is crucial to a valid audit (Tepalagul & Lin Reference Tepalagul and Lin2015). According to the ISO/IEC (2020), a second-party audit is “performed by a person or organization that has a user interest in the object of conformity assessment” and a third-party audit is “performed by a person or organization that is independent of the provider of the object of conformity assessment and has no user interest in the object.” Third-party audits are typically considered more legitimate than second-party audits given the auditor’s greater degree of independence (Mena & Palazzo Reference Mena and Palazzo2012). The proAction farm visits that are conducted by a proAction-trained auditor qualify as a second-party audit. The cattle assessments conducted under proAction are performed by Holstein Canada, an organisation that performs purebred Holstein conformation evaluations. This organisation might be considered third-party but may be considered more accurately a second-party audit in some cases as the Holstein Canada auditor may have an established relationship with the farm through conformation evaluations. FARM audits are performed by a FARM-trained second-party auditor such as a dairy co-operative representative, but a sample of farms undergo a third-party audit by a contracted independent livestock auditing company to assess agreement between the second- and third-party auditors (FARM 2024b).

Facilitating participation

Many of the individuals included in the decision-making processes in the Code-proAction system and the FARM programme have knowledge about the dairy industry and thus would likely understand the issues and standards. However, Bradley and Macrae (Reference Bradley and MacRae2011) note that food retailer and government representatives in the Code development process may lack the knowledge to provide meaningful input. This critique may also apply to food retailer and processor representatives in the FARM programme. Members of the public who are not involved with dairy farming may also find it difficult to understand the specifics of these standards when engaging with the pre-development surveys and public comment periods.

In analysing the accessibility of the public comment period, we looked for information regarding how the public comment period is disseminated. The NFACC encourages industry and non-industry members of the public to submit comments (NFACC n.d.f.), and notes that industry organisations typically share the link within their networks (NFACC n.d.h.). It is unclear how widely the link is distributed to other stakeholder groups, though we were able to find evidence that one animal welfare organisation (the British Columbia Society for the Prevention of Cruelty to Animals) shared news articles about the Dairy Code (BC SPCA 2022). A total of 45,470 comments from 5,884 respondents and 50 organisations across different stakeholder groups were received for the 2023 Dairy Code (NFACC n.d.c.); the volume of comments across different stakeholder groups indicates a degree of success in making the public comment period accessible.

The FARM programme’s public comment period is announced on various online channels, and the most recent comment period for the FARM programme’s V5 collected 308 comments (FARM 2022). It is not clear why the Code received almost 20-times as many comments as the FARM program when Canada has approximately one-tenth the population of the US, but we hypothesise that this difference may be due to differences in how the public comment period is announced and disseminated.

Consensus decision-making

The NFACC emphasises their commitment to using a consensus decision-making model, meaning that all stakeholders are committed to making decisions that all representatives find acceptable and consent to the final decisions made (NFACC n.d.a.). The deliberations during the Code development process are not public so it is unknown how this consensus decision-making model is used, but NFACC considers it to be a keystone of their process.

Based on publicly available documents, it is unclear how proAction development committees and the FARM programmes’ committees make decisions and whether they follow a consensus-based model.

Participation in the standard

Given that 98% of milk produced in the US is from a FARM-certified farm (FARM n.d.a.), and all dairy farmers in Canada are bound to proAction to maintain market access (DFC n.d.a.), both standards have high participation.

Efficacy of the standard

Efficacy of a standard in ensuring positive animal welfare is made of multiple components, including which animal welfare issues the standard addresses, and the quality of measurements used to assess animal welfare. Given that animal welfare is value-laden and different people will have different definitions of good animal welfare (Fraser et al. Reference Fraser, Weary, Pajor and Milligan1997), it is difficult to define which animal welfare outcomes would constitute an effective standard. However, at a baseline, the standard should address key animal welfare issues that are well accepted based on the available scientific literature. Although an in-depth analysis of the animal welfare issues covered in the Code-proAction system and the FARM programme is beyond the scope of this paper, we have selected three well-researched areas of dairy calf welfare covered in a review by Costa et al. (Reference Costa, Cantor, Adderley and Neave2019) as a way of illustrating where standards set out by both programmes sit in relation to the available welfare science knowledge (Table 2). This analysis found that the Code-proAction system addresses calf welfare issues to a greater degree than the FARM programme (see Figure 4), but we advise caution in drawing conclusions from this evidence until other Animal Care modules are subject to the same level of assessment.

Table 2. A comparison of requirements in the Canadian National Farm Animal Care Council (NFACC) Code of Practice for the Care and Handling of Dairy Cattle and the associated proAction Animal Care module (‘Code-proAction system’), and version 5 of the Farmers Assuring Responsible Management (FARM) programme in the United States, to a review by Costa et al. (Reference Costa, Cantor, Adderley and Neave2019) of dairy calf welfare issues

Figure 4. Synthesis of key results when comparing the Canadian National Farm Animal Care Council (NFACC) Code of Practice for the Care and Handling of Dairy Cattle and associated proAction programme (‘Code-proAction system’) to the Farmers for the Assurance of Responsible Management (FARM) programme in the United States (US) according to a normative legitimacy framework.

Another component of efficacy is the quality of measurements used to assess animal welfare. Fraser and Koralesky (Reference Fraser, Koralesky and Beede2017) summarise three ways that animal welfare can be measured in animal welfare standards: animal-based, where animal measurements are used (i.e. acceptable body condition score); resource-based, where requirements for the environment are specified (i.e. minimum space allowances); and management-based requirements, which require that certain practices should be carried out (i.e. using pain control when disbudding calves). According to these authors, different types of requirements are more applicable in different situations and achieve different outcomes, but animal-based measurements are often preferred because they can be used in a variety of settings and directly assess animal welfare.

NFACC requires that animal care assessment programmes, such as the DFC’s proAction, use all three types of assessment measures and include target levels when possible (NFACC n.d.g.). Indeed, proAction’s Animal Care standards use a combination of these measures; for example, by doing locomotion scoring and setting target levels through the cattle assessments (animal-based), requiring bedding for all animals (resource-based) and requiring pain control when disbudding calves (management-based) (DFC 2023b). The FARM programme also uses all three types of assessment measures; for example, by doing body condition scoring and setting target levels (animal-based), requiring access to water (resource-based), and requiring non-ambulatory animals to be moved in a specific way (management-based) (FARM 2024a).

A feature of both systems is that evaluation of many of the management-based requirements are tied to an evaluation of written protocols. For example, the proAction programme requires that a written protocol be established for calf feeding, and the reference manual states that auditors may interview farm staff about the content of the written protocol to ensure that practices are followed on-farm (DFC 2023b). Many FARM requirements are tied to a written protocol as well, such as requiring a written protocol for non-ambulatory cattle management (FARM 2024a). Depending on the requirement, the FARM auditor may read the protocol, verify that the protocol reflects on-farm practices by interviewing the owner or staff, observe on-farm practices, or carry out a combination of these practices (FARM 2024a). For example, access to water requires a written protocol, and may also be assessed via interview, observation, or both (FARM 2024a).

Discussion

This paper aimed to analyse the Code-proAction system and the FARM programme according to a normative legitimacy framework to understand the strengths and weaknesses of industry-led private animal welfare governance models. In terms of input legitimacy, both systems receive input from a range of stakeholders through direct representation in decision-making committees and public feedback, and are informed by research from the natural sciences. The FARM programme’s decision-making committees mainly represent dairy farmers and industry interests; whereas the Code process includes more representation from non-industry perspectives, such as government and an animal welfare organisation. In terms of throughput legitimacy, both systems are transparent about organisational information, and both have accountability systems in place intended to ensure that dairy farmers meet the requirements in the standard. The FARM programme provides more transparency into audit outcomes than proAction. The systems differ in their internal decision-making model; a strength of NFACC is that it is committed to a consensus-based model while the decision-making models for proAction and the FARM programme are not publicly shared. In terms of output legitimacy, both programmes enjoy wide participation from across their respective dairy industries and use a combination of ways to measure animal welfare, some of which are tied to written protocols. When only looking at three calf welfare priorities, the Code-proAction system appears to have clearer requirements that are more effective at ensuring calf welfare compared to the FARM programme.

A key finding of this paper is that in both systems the majority of the standard development committee seats are held by dairy farmer representatives. We recognise that within the Canadian system there is a more diverse range of stakeholders on the Code Committee, and the potential bias associated with having a higher number of dairy farmer seats might be mitigated by the use of a consensus decision-making model. However, this finding raises a question as to how representation should be distributed among dairy farmers and other stakeholder groups without compromising the legitimacy of the standard development process. One mechanism through which representation may be balanced is to reconfigure the representation of interests and distribution of decision-making power in the standard development committees. The Forest Stewardship Council (FSC), an international forest sustainability certification organisation, has attempted to resolve issues with balanced representation by requiring consensus between three voting chambers (economic, social, and environmental), thereby balancing the interests of different stakeholders (FSC 2022). Exploring more balanced ways of representing interests during decision-making processes may bolster legitimacy.

However, balancing representation must be carried out with empirical legitimacy in mind. Meeting a criterion of normative legitimacy, such as balancing representation, does not guarantee empirical legitimacy; the latter being crucial because it impacts how and if stakeholders comply or agree with policies (Bradley & MacRae Reference Bradley and MacRae2011). Cashore (Reference Cashore2002; p 511) identifies different audiences for legitimacy, with a Tier I audience defined as those “that have a direct interest in the policies and procedures of the organizations” and may also be conceptualised following Elliott (Reference Elliott, Falk, Juergensmeyer and Popovski2012; p 375) as, “those who are most directly affected by rules” whose perceived legitimacy is important because, “they are required to implement them or to conform them.” In this case, the perceived legitimacy of dairy farmers and co-operatives in both countries might be considered most important. Indeed, it is important that actors who have direct influence over the lives of the cattle should be involved in the standard development process to ensure that the standards are meaningful and manageable (Sharma et al. Reference Sharma, Teret and Brownell2010) and that requirements garner enough acceptance to become a social and cultural norm that invites compliance even without stringent surveillance (Bernstein & Cashore Reference Bernstein and Cashore2007).

Existing research suggests that dairy farmers have mixed perceptions of proAction and the FARM programme. Focus groups with dairy farmers in Canada found that some praised proAction for being industry-driven and thought the programme was beneficial because it provided consistency, fostered collaboration, and improved public perceptions of the dairy industry (Ritter et al. Reference Ritter, Mills, Weary and von Keyserlingk2020), but Ida et al. (Reference Ida, Wilson, Nydam, Gerlach, Kastelic, Russell, McCubbin, Adams and Barkema2023) found that some farmers were dissatisfied with certain proAction record-keeping requirements. The FARM programme appears to face mixed perceptions as well (Rink et al. Reference Rink, Turk, Archibeque-Engle, Wilmer, Ahola, Hadrich and Roman-Muniz2019). In a survey of 487 farmers, 83.3% stated that more farmer input was necessary, indicating a lack of perceived input legitimacy. The strong presence of dairy co-operatives rather than individual farmers in the FARM programme might explain why dairy farmers had low perceived input legitimacy of the programme. Perceived output legitimacy appears mixed; 45.6% of farmers reported that they thought the programme did not have value, 47.4% of farmers reported that they did not think the programme benefitted cattle health or well-being, and 46.4% of farmers indicated that the FARM programme addressed consumer concerns (Rink et al. Reference Rink, Turk, Archibeque-Engle, Wilmer, Ahola, Hadrich and Roman-Muniz2019). Based on this evidence, there is the risk that balancing representation to include more non-dairy farming representation may reduce perceived legitimacy by farmers.

Cashore (Reference Cashore2002; p 511) defined a Tier II audience as those “within civil society that have a less direct but equally important role in granting legitimacy.” In the current examples, this would include citizens and consumers, key stakeholders whose perception of legitimacy is crucial to the social sustainability of the dairy industry (von Keyserlingk & Weary Reference von Keyserlingk and Weary2017). The available evidence suggests that public trust in industry-led animal welfare governance is low. Spain et al. (Reference Spain, Freund, Mohan-Gibbons, Meadow and Beacham2018) reported that US consumers found animal welfare legislation and private third-party certifications to be more trustworthy than private industry initiatives because they were perceived to be more objective. Similarly, Uzea et al. (Reference Uzea, Hobbs and Zhang2011) surveyed Canadian members of the public and reported that government verification of animal welfare was considered more trustworthy compared to verification by farmers, processors, third-party actors or supermarkets. Thus, the factors that affect perceived legitimacy likely differ for farmers and non-farmer participants; farmers may prefer more farmer input into the standard development process while citizens might prefer less dairy industry input. We conclude that balancing representation to include more non-dairy industry representation such as animal welfare researchers and non-industry organisations may be a step towards improving citizen perceptions of legitimacy, but that it is important that standard development committees meet dairy farmers’ needs by considering the feasibility of required standards.

Although the Code-proAction system and FARM programme appoint representatives on decision-making committees with the expectation that they speak for their stakeholder group’s interests, there is no guarantee that this occurs. Using an example from a social responsibility standard (i.e. ISO 26000), Hahn and Weidtmann (Reference Hahn and Weidtmann2016) discuss how NGOs are often heterogenous, resulting in difficulties when selecting a representative. These authors go on to state that whilst further dividing the NGO stakeholder group into smaller subgroups may be more representative of differing NGO interests, this approach may also lead to practical difficulties associated with efficient decision-making. Although increasing the number of representatives within each stakeholder group may be impractical, we recommend intentional efforts to appoint a diverse group of representatives within stakeholder groups to mitigate concerns that the needs of minority groups or smaller farmers might go unrepresented (Fuchs et al. Reference Fuchs, Kalfagianni and Havinga2011a; Cheyns Reference Cheyns2014). For example, a diverse panel of dairy farmer representatives might include those with varying farm sizes, gender identities, farming styles, and values towards animal welfare. We also recommend efforts to ensure that diverse representatives are able to participate in the standard development process given that those from underrepresented groups may require accommodations to participate fully.

Some concerns regarding diverse representation might be addressed through better use of the public comment period. A public comment period can function as a public participation tool by providing a forum for the various publics to provide input into the standard while also capturing a broad range of perspectives. Arnstein (Reference Arnstein2019) differentiates between: (1) non-participation, where authorities use public participation to influence the public rather than meaningfully involving them in decision-making or considering their voices; (2) tokenistic participation, where the public’s voice is heard and considered in a top-down fashion by authorities but may not be able to influence decision-making; and (3) public power, where the public is able to influence decision-making through shared power with authorities or complete power over governance. The public comment approach currently used by the Code or the FARM programme might be considered somewhere between non-participation and tokenistic participation.

Although lower forms of participation are seen as less valuable in Arnstein’s model, others suggest that the appropriate level of participation may be context dependent, and that ‘lower’ forms of participation are not inherently bad (Thomas Reference Thomas1990). In the context of the Code-proAction system and the FARM programme, where there is a need to balance broad representation and public input with practicality of implementation, one possible step forward is to expand already existing public feedback periods in ways that increase transparency. For instance, in both the Canadian and US systems, the individual public comments are summarised but not published as individual comments. In contrast, comments from the European Food Safety Association’s (EFSA) public comment period are published online and the EFSA publicly justifies why they have accepted or rejected suggestions (Finardi et al. Reference Finardi, Pellegrini and Rowe2012).

Increasing input legitimacy through increased public participation has been criticised for resulting in reduced output legitimacy in the form of less effective policy outcomes (Kruuse et al. Reference Kruuse, Tangbæk, Jespersen and Gallemore2019). Proponents of private governance tend to emphasise the benefits of improved efficacy and hence output legitimacy (e.g. better policies are made which are more quickly adopted) as a worthy trade-off for reduced input legitimacy (Henson Reference Henson2011). However, Lindgrenn and Persson (Reference Lindgren and Persson2010) found that, within the context of EU chemicals policy, increased perceived input legitimacy increased perceived output legitimacy. Although they concluded that more empirical research is needed as the relationship between input and output legitimacy may be context-dependent, this finding highlights the potentially complementary nature of input and output legitimacy and benefits to animal welfare standard development.

Whether increased input legitimacy limits or enhances output legitimacy may be dependent, in part, on how able an organisation is to read, process, and respond to the feedback it receives – organisations that lack the resources to properly do so may face limited output legitimacy. The almost 400-fold increase in public comments from the 2009 to the 2023 version of the Dairy Code illustrates the practical difficulties that can be associated with managing a public comment period, in addition to the taxing nature of reading through sometimes highly critical comments (Spooner Reference Spooner2017). To increase legitimacy, organisations are encouraged to develop methods to effectively manage public feedback.

Another key finding is that transparency of animal welfare outcomes is nearly non-existent in the Code-proAction system and limited for the FARM programme. Failure to provide publicly facing transparent data on outcomes may be seen as preventing these organisations from being held accountable for their actions, as it is difficult to if standards are being meaningfully enforced. A lack of transparency can also negatively impact public perceptions of farm animal welfare and trust in farmers (Robbins et al. Reference Robbins, Franks, Weary and von Keyserlingk2016). Walker and von Keyserlingk (Reference Walker, von Keyserlingk, Engle, Klingborg and Rollin2018) argued that farms should undergo a first- or second-party audit to initiate confidential discussions about their farms’ performance and be provided with anonymous reports benchmarking their performance against other participating farms, a step that could better prepare them for the more objective third-party audit. Afterwards, publicly releasing aggregated, anonymous data from the third-party audit would bolster transparency.

Our analysis also found that both systems use written protocols as part of the assessment of management-based requirements. Although both systems have measures in place to check if the written protocol is followed on-farm, the presence of an SOP does not guarantee that the farm follows the practices. Mills et al. (Reference Mills, Koralesky, Weary and von Keyserlingk2020) found that some farmers make standard operating protocols (SOPs) only to satisfy proAction requirements, and do not refer to these in practice. This finding suggests that written protocols may not be an effective way to evaluate animal welfare, and the efficacy of including them as an item in an animal welfare standard may be dependent on the training and thoroughness of the auditor. However, a potentially imperfect reflection of the state of care provided to the animals on a farm is an issue that many animal welfare audits face and must continue to grapple with (Webster Reference Webster2005), and is not unique to proAction or the FARM programme.

Overall, we argue that private organisations should strive for both normative and empirical legitimacy should they wish to establish themselves as rightful authorities and rule-makers for animal welfare. Broadly speaking, having legitimacy can support the stability of an organisation and its activities, and can enhance people’s compliance with, acceptance of, and trust in said organisation (Suchman Reference Suchman1995). Further, legitimacy also allows an organisation to establish authority over its claimed jurisdiction (Black Reference Black2008) and can be used to justify its right to rule-making over competitors (Smith & Fischlein Reference Smith and Fischlein2010).

Agri-food industry self-regulation of food safety, environmental concerns and animal welfare have been criticised for serving industry interests (Fuchs et al. Reference Fuchs, Kalfagianni and Havinga2011a), highlighting the need for industry organisations to justify their legitimacy as decision-makers. Sharma et al. (Reference Sharma, Teret and Brownell2010) argues for industry self-regulation to be considered legitimate, it must be done in good faith and address social issues. Otherwise, industry-led efforts may simply reflect regulatory capture. Lacy-Nichols and Williams (Reference Lacy-Nichols and Williams2021) criticise food corporations for posing as “part of the solution” by funding public health campaigns and co-opting regulatory efforts as a protective measure to avoid more substantial changes within the industry, while continuing to promote the consumption of unhealthy foods. If animal welfare standards are to be created by industry organisations, such as with the Code-proAction and FARM programmes, then legitimacy is crucial for their acceptance.

Lastly, it is important to acknowledge the changing character of legitimacy. Although some scholars conceptualise legitimacy as a static state that can be achieved when a series of set criteria are met (Suddaby et al. Reference Suddaby, Bitektine and Haack2017), legitimacy may also be conceptualised as a social process through which standards become a shared cultural belief (Johnson et al. Reference Johnson, Dowd and Ridgeway2006). In this way, legitimacy is “actively and continually negotiated,” and because it interplays with social conditions, can have varied characteristics across different contexts (Suddaby et al. Reference Suddaby, Bitektine and Haack2017; p 459). The results of the current study should be viewed within the context that we evaluated these systems at one point in time, using one set of normative criteria.

Study limitations

This analysis relies upon publicly available documents from the NFACC, proAction, and FARM websites; some aspects of how these organisations govern themselves may be hidden from the public such that the information gathered from these websites may not reflect the actual workings of each programme.

Normative legitimacy frameworks and concepts arose from research on governments; it can be argued that these frameworks may not be the most appropriate for evaluating private governance (Henson Reference Henson2011). Hahn and Weidtmann (Reference Hahn and Weidtmann2016) note that elections are traditionally posed as a legitimacy granting feature for governments that are typically not present in private governance. Although input, throughput, and output legitimacy have been developed to represent the legitimacy of governments, they have also been used to evaluate the legitimacy of private governance organisations (i.e. analysis of the ISO/CEN Standard for Sustainable and Traceable Cocoa by Kusnezowa & Vang Reference Kusnezowa and Vang2021; analysis of the NFACC Codes of Practice by Bradley & MacRae Reference Bradley and MacRae2011) and provided the best fit for our analysis.

Our evaluation of output legitimacy is limited by a lack of comprehensive analysis of the extent to which these programmes address important animal welfare issues. We encourage future research to undertake a more comprehensive analysis of the efficacy of these programmes.

Animal welfare implications

Animal welfare is impacted by a variety of factors, including governance and policies that set standards for their care. As private governance of animal welfare becomes more widespread, the results of this research highlight how private governance systems might be strengthened to improve their legitimacy using the Canadian Code-proAction system and US FARM programme as examples. Improving the legitimacy of these standards also has the potential to improve the welfare of dairy cattle under these systems by increasing the breadth of animal welfare concerns represented during standard development, improving compliance, and upholding more transparent enforcement of standards.

Conclusion

The Canadian Code-proAction system and US FARM programme are two examples of private industry-led governance of animal welfare. Our study contributes to the growing literature on private agri-food governance (Fuchs et al. Reference Fuchs, Kalfagianni, Clapp and Busch2011b), and expands this body of literature beyond discussions of food and sustainability governance to include animal welfare governance. As governance of farm animal welfare in some jurisdictions continues to shift into the private realm (Maciel & Bock Reference Maciel and Bock2013), our findings illustrate the strengths and weaknesses of such systems according to a legitimacy framework.

Based on our findings, we suggest that the Code-proAction system and the FARM Programme would benefit from continuing to build democratic characteristics into their organisations and standard development processes. This could be achieved by better balancing interests on standard development committees, and improving citizen perceptions of legitimacy, though care must be taken to ensure that standards remain feasible for dairy farmers. In addition, both organisations would benefit from additional transparency regarding public comments and animal welfare outcomes from audits.

We recommend future research to examine other forms of animal welfare governance through a legitimacy lens to identify their strengths and weaknesses. We also recommend future empirical research on the legitimacy of animal welfare governance to identify which democratic characteristics might be considered as important to different stakeholder groups. Lastly, given that proponents of private governance often claim it has more effective outcomes (Henson Reference Henson2011), future research should investigate this claim in terms of farm animal welfare governance.

Acknowledgements

This work was supported by the Social Sciences and Humanities Research Council Insight Grant awarded to MvK.

Competing interest

The UBC Animal Welfare programme was funded in part by the NSERC Industrial Research Chair in Dairy Cattle Welfare awarded to MvK and DMW, which included industry contributions from the Dairy Farmers of Canada, the BC Dairy Association, Alberta Milk, SaskMilk and the Dairy Farmers of Manitoba amongst other industry partners at the time that this paper was written. MvK also sits as a director on Animal Health Canada, the umbrella organisation that governs NFACC. DMW also sits as a director on the NFACC board. SMR works as a private consultant on dairy cattle health and welfare, and actively works with NFACC, and the DFC and NMPF to support the development, implementation, and evaluation of the proAction and FARM animal care programmes. None of the listed organisations had any role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript.

Footnotes

Author contribution: Conceptualisation: CK, DMW, MvK; Formal analysis: CK; Investigation: CK; Supervision: DMW, MvK; Methodology: CK, DMW, MvK; Writing – original draft: CK; Writing – review and editing: CK, DMW, SMR, MvK

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Figure 0

Figure 1. The standard development process for the Code of Practice for the Care and Handling of Dairy Cattle, a Canadian national standard by the National Farm Animal Care Council (NFACC) for dairy cattle welfare.

Figure 1

Figure 2. The development process for the proAction Animal Care Module, a set of requirements for dairy cattle care by the Dairy Farmers of Canada.

Figure 2

Figure 3. The standard development process for the Farmers Assuring Responsible Management (FARM) programme’s Animal Care standards, a standard for dairy cattle welfare in the United States by the National Milk Producers Federation (NMPF) and Dairy Management Inc.

Figure 3

Table 1. Normative legitimacy framework used to analyse the Code-proAction system for dairy cattle welfare governance in Canada, which involves the National Farm Animal Care Council of Canada’s Code of Practice for the Care of Dairy Cattle and the associated proAction Animal Care module by the Dairy Farmers of Canada, in comparison to the US-based Farmers Assuring Responsible Management Programme’s Animal Care module. Legitimacy criteria are categorised according to input, throughput, and output legitimacy

Figure 4

Table 2. A comparison of requirements in the Canadian National Farm Animal Care Council (NFACC) Code of Practice for the Care and Handling of Dairy Cattle and the associated proAction Animal Care module (‘Code-proAction system’), and version 5 of the Farmers Assuring Responsible Management (FARM) programme in the United States, to a review by Costa et al. (2019) of dairy calf welfare issues

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Figure 4. Synthesis of key results when comparing the Canadian National Farm Animal Care Council (NFACC) Code of Practice for the Care and Handling of Dairy Cattle and associated proAction programme (‘Code-proAction system’) to the Farmers for the Assurance of Responsible Management (FARM) programme in the United States (US) according to a normative legitimacy framework.