Source: MICHIGAN STATE UNIV submitted to NRP
UNDERSTANDING PRECISION LIVESTOCK FARMING ADOPTION IN THE U.S. SWINE INDUSTRY: EXAMINING NEEDS, PERCEPTIONS, AND WILLINGNESS TO PAY OF USERS AND CONSUMERS
Sponsoring Institution
National Institute of Food and Agriculture
Project Status
ACTIVE
Funding Source
Reporting Frequency
Annual
Accession No.
1025343
Grant No.
2021-68014-34140
Cumulative Award Amt.
$1,000,000.00
Proposal No.
2020-07270
Multistate No.
(N/A)
Project Start Date
Jun 1, 2021
Project End Date
May 31, 2026
Grant Year
2021
Program Code
[A1261]- Inter-Disciplinary Engagement in Animal Systems
Recipient Organization
MICHIGAN STATE UNIV
(N/A)
EAST LANSING,MI 48824
Performing Department
ANIMAL SCIENCE
Non Technical Summary
The U.S. swine industry is being challenged to improve animal welfare while optimizing pig productivity, efficiently use inputs such as labor and feed, and train stockpeople to care for and handle pigs. Precision Livestock Farming (PLF) uses technology to help monitor and manage animals on farm and has the potential to simultaneously address these seemingly intractable challenges. However, PLF technology is not widely used on U.S. swine farms because two key questions have not yet been answered: (a) what technologies does the swine industry want and (b) how much will end users be willing to pay? Our overall project goal is to improve pig health and welfare by working with U.S. swine industry stakeholders (from conception to consumption), to understand perceptions, needs and barriers relative to PLF use on farms. Our interdisciplinary team of animal and social scientists, economists, veterinarians, and extension personnel will complete five objectives to meet this goal: 1) Develop an advisory board of stakeholders, pig farmers, and PLF technology developers to provide advice and share our findings with their cohorts; 2) Survey farmers and veterinarians to understand perceptions and needs for PLF to manage pigs; 3) Interview influencers across the US swine industry to examine perceptions and needs for PLF and the data PLF can generate; 4) Survey pig farmers and pork consumers to assess willingness to pay for PLF; and 5) share information with U.S. swine farmers and other members of the pork industry to encourage adoption of useful and usable precision livestock farming technology on US pig farms. We expect to learn about how farmers feel about using PLF technology to manage pigs as well as what they want from PLF and how much they can afford to pay for it. We will also learn about how other stakeholders in the swine industry view PLF and the data it generates and how they might use such information. We will also learn how consumers of pork view the use of PLF technology on farms to monitor and manage pigs and potentially improve their welfare--and whether this is worth paying more for pork. In the short-term, our findings can be used to help farmers make better decisions about what PLF to use on their farms and to open dialog between various groups within the swine industry surrounding the adoption of PLF on farms. Ultimately, knowledge we gain about PLF in the U.S. swine industry can be used to help develop technology that does help farmers manage their pigs more efficiently and humanely while providing information to other groups ranging from consumers to certification organizations that could additional transparency and accountability to pork production.
Animal Health Component
100%
Research Effort Categories
Basic
0%
Applied
100%
Developmental
0%
Classification

Knowledge Area (KA)Subject of Investigation (SOI)Field of Science (FOS)Percent
3073510308030%
3153510308020%
6073599301010%
4023510308030%
6013510308010%
Goals / Objectives
Our over-arching goal is to work with U.S. swine industry stakeholders (from conception to consumption), to understand their perceptions, needs, and barriers relative to Precision Livestock Farming to improve adoption of useful PLF on swine farms through the following 5 objectives.Our interdisciplinary team of animal and welfare scientists, veterinarians, social scientists, economists and extension personnel will work with an industry-relevant advisory board composed of stakeholders, farmers and technology developers who will provide prospective and retrospective advice on our research and extension.We will survey farmers and veterinarians to understand their needs for PLF to manage pigs on farm and the drivers and constraints underlying their adoption of PLF.We will interview influential stakeholders across the swine industry to examine their perceptions of and needs for PLF and the data it generates for uses ranging from genetic improvement to welfare certification.We will survey farmers and consumers to assess their willingness-to-pay for PLF.We will convey this information back to farmers and influencers in the swine industry to facilitate development and adoption of useful and usable PLF on farms to improve welfare.
Project Methods
We propose to address the gap between PLF technology and the needs of end users in the swine industry.Objective 1: Create an active and industry-relevant advisory board composed of stakeholders, farmers and technology developers who will provide prospective and retrospective advice on our research and extension throughout the projectAdvisory Board establishment will be integral to this proposal in supporting the extension and research objectives and outcomes and will provide prospective and retrospective direction and input to the investigators throughout the project. The Advisory Board will be composed of representatives spanning the U.S. swine food chain (defined as conception to consumption) and have input from members engaged with PLF technology. The Advisory Board will elevate knowledge and disseminate information on PLF technology to U.S. swine farmers as a key tool to improve swine health, welfare and production. The advisory board will be committed to the active translation of information to farmers to support and communicate with U.S. swine farmers on the application and implementation of PLF technology on farm. The Board will consist of 12 members from three defined groups: producer, stakeholders, and technology. Each group will have an equal number of representatives. Selection of members who will serve on the Advisory Board is based on considerations of influence, geographic location and diversity.Objective 2: Survey farmers and veterinarians to understand their needs for PLF to manage pigs on farm and the drivers and constraints underlying their adoption of PLFWe will determine how well existing PLF solutions match industry needs for technological assistance, the state of awareness of these solutions and the factors likely to influence their adoption using quantitative surveys. Events in North Carolina, Iowa, and Michigan, which together represent 45% of U.S. pig inventory, will be used to achieve a minimum farmer sample size of 50 farmers and 20 veterinarians per state. Swine extension experts are embedded in the project in each state to ensure successful contact and interaction with respondents .Objective 3: Evaluate the utility of Precision Livestock Farming technology to key swine industry actors, including breeders, retailers and certification organizationsWe will conduct semi-structured interviews with individuals working for certification organizations, retailers, breeding companies and government agencies to gain a broader perspective of the potential ways PLF may be used or valued in the swine industry. The team has linkages with prominent welfare certification groups (e.g. Global Animal Partnership, Certified Humane), retailers (e.g. Natural Grocers, ALDI), breeding companies (e.g. The Maschoffs, Smithfield Premium Genetics, PIC), and organizations charged with enforcing laws related to animal welfare (e.g. the Michigan Department for Agriculture and Rural Development). Qualitative semi-structured interviews will be used to collect data from this group as they allow participants to freely define and raise topics for later discussion. This flexibility ensures that the aspects of PLF discussed are generated by the participants themselves, according to their perceptions and experiences of PLF. The semi-structured interview design involves creating an interview protocol detailing the key questions and topics to be covered but asks them in an open-ended questioning format. This design also allows use of questions broad enough to cover similar themes across the diverse stakeholder group (e.g., retailers, breeders, certification organizations). This enables comparisons, both across and within the different groups sampled, to be made during data analysis.Objective 4: Survey farmers and consumers to estimate willingness-to-pay for PLF then estimate cost-effectiveness of technology to improve pig welfare and productionTo estimate farmers' preferences and WTP, a discreet choice experiment will be used to quantify how farmers trade-off costs and benefits in health and welfare and labor and other financial costs. Following the strategy described above in Objective 2, we will use meetings in Iowa, Michigan, and North Carolina to survey farmers (n>50/state, with no requirement or expectation that we will sample the same farmers). Farmers will be asked to choose between hypothetical PLF options that differ in four attributes: (1) investment cost, (2) on-going running cost, (3) improvement in a specified health or welfare outcome, and (4) benefit in growth. If they do not like any of the described strategies they can opt for the 'status quo' of keeping their current farm practice. The level of the attributes will be determined based on the knowledge gained in Objectives 1-3. The choice experiment will be designed using the software Ngene (ChoiceMetrics, 2018) to generate an efficient Bayesian design to result in data that generates parameter estimates with as small as possible standard errors.U.S. consumers' WTP for improved animal welfare associated with the use of PLF technologies will be estimated using choice data collected using an online choice experiment. WE will also quantify how they trade-off welfare attributes against other product characteristics. A sample of 3,000 pork consumers who are representative of the U.S. population in terms of gender, age, employment status, and state of residence will be asked to choose between hypothetical pork alternatives. Data will be used to (1) quantify consumers' WTP for improvement in pigs' welfare associated with the use of PLF technologies; (2) assess the drivers of consumers' WTP for animal-friendly pork; (3) investigate how consumers trade off the attribute animal welfare with other desirable pork attributes (e.g., "local", "organic", "low fat", and price); (4) assess whether the use of desirable labels along with the label "Animal Friendly", can foster the demand for animal-friendly pork; and (5) assess the heterogeneity of consumers' WTP and identify the segment of potential buyers of animal-friendly pork and profile them using their socio-demographic characteristics.A cost-benefit analysis will be carried out to assess the economic viability of implementing the PLF technologies shortlisted previously. The information on costs will draw on data from focus groups of farmers in Iowa, North Carolina and Michigan, representing the range of production systems in the U.S., who will be asked to estimate the installation and running costs of the shortlisted technologies. Estimated benefits will be determined from literature, manufacturer data, the focus group and Advisory Board, and consumers' WTP. Estimated costs and benefits will be compared against farmer WTP to identify if any of the PLF technologies would be acceptable to farmers without additional incentives (e.g., subsidies). We will test the robustness of this analysis by modifying benefits (e.g., increasing or decreasing estimated benefits in growth rate) and costs (e.g., sensitivity to changes in labor costs).Objective 5: Deliver extension programming and materials to swine farmers, advisors, suppliers and auditors to facilitate adoption of useful PLF to manage pig welfareWe will develop and deliver extension programming to facilitate the dissemination and adoption of PLF with the greatest perceived utility and feasibility for improving pig welfare on farm by leveraging information generated through Objectives 2-4. Our overall strategy is to sequentially employ 3 proven techniques that are foundational to Extension-based education: a) train-the-trainer, b) leverage extensive researcher-educator-farmer/producer networks built through years of close association, and c) continuous assessment to measure the success of the educational program.

Progress 06/01/23 to 05/31/24

Outputs
Target Audience:In 2023-2024 the target audiences were Objectives 1 and 3: swine industry stakeholders including farmers and pork producer groups at state and national levels, veterinarians and swine veterinary groups, swine breeding and genetic improvement companies, certification organizations, government entities that have roles in oversight of pork production, and non-governmental organizations. This audience comprises the stakeholder board previously assembled as part of Objective 1. We had a subset of the stakeholder with no direct knowledge and experience using PLF use the Nominal Group Technique (NGT) Focus Group Discussion (FGD) to determine their ideal PLF data as part of Objective 3. Similarly, we had the stakeholders with experience in PLF design, development, and implementation provide information on the benefits and costs of PLF. Researchers working in precision livestock farming were presented with some of our findings from Objective 3 at meetings and conferences. Objective 2: Pork producers and swine veterinarians. Surveys of members of these groups were conducted in MI (producers), IA (producers and veterinarians), and NC (producers and veterinarians) and we began reporting back to them on our findings. Michigan Pork Producer Association board members and North Carolina Swine Veterinarians were presented with some of our findings from Objective 2 at meetings and conferences. Changes/Problems:Analyzing survey data has proved to be complicated and the results difficult to interpret, which has slowed progress in moving from perception surveys to willingness-to-pay and cost benefit work. Some of the willingness-to-pay and cost benefit work will take place among smaller groups of producers as we have learned more about key actors in the swine industry and how best to get input from producers. Lesley Jessiman has joined the team from Scotland's Rural College. PIs Rozeboom and collaborator Thompson have retired from MSU and MSU Extension, respectively. A new postdoc, Valentina Bongiorno will join the team in the coming year to assist with communication and extension efforts. What opportunities for training and professional development has the project provided?Research Associate (Postdoc) Babatope Akinyemi has gained experience collecting data from and presenting it to swine producers and veterinarians. He has also networked with researchers working in precision livestock farming. He has gained proficiency in collecting data using a Q methodology approach and conducting structural equation modeling. As a result of the data he has collected, he submitted two manuscripts, one abstract, and one proceedings paper. How have the results been disseminated to communities of interest? During the North Carolina Swine Veterinarian meeting, we administered our last sets of vet surveys on Objective 2 and presented our preliminary findings afterward. In fall 2023, we presented our preliminary findings on swine farmers' perceptions of PLF to the board members of the Michigan Pork Producers Association (MPPA). During this presentation, we shared insights and data collected from the farmers, highlighting their awareness and perceptions, beliefs, and attitudes, sources of PLF advice, and their perceived pig welfare concerns. The board members provided valuable feedback on our findings, which will be instrumental in refining and validating our research and ensuring that it aligns with the industry's needs and expectations. An extension article from the IDEAS project has been published on several websites, including MSU Extension Pork, Pork Business, National Hog Farmer, and Swineweb. We continue to regularly provide quarterly updates to our advisory board following every quarterly team meeting to share the status of various publications and presentations. What do you plan to do during the next reporting period to accomplish the goals?Objective 1: We will hold another annual meeting with the advisory board and maintain our schedule for regular communication and subsequent meetings. Objective 2: We will publish papers from producer survey data and conclude data analysis for veterinary surveys Objective 3: We will continue to get feedback from our stakeholder advisory group regarding data from our producer and veterinary surveys as well as our willingness to pay tool and cost benefit calculator. Objective 4: We will conduct willingness-to-pay surveys with farmers and consumers. Objective 5: We will continue to disseminate our findings to the industry via our extension team members.

Impacts
What was accomplished under these goals? Objective 1. We held a second annual meeting with the stakeholder advisory board on January 16 and 17, 2024. Objective 2. We completed a full set of data collection from 53 swine farmers and 61 veterinarians in Michigan, Iowa North Carolina, and a few other states regarding perception of PLF. One proceedings paper has been accepted for presentation and publication on the survey data. Two separate manuscripts using farmers' and veterinarians' data are being prepared for publication in the Agriculture and Human Values journal. Objective 3. To leverage our stakeholders' knowledge gained over the past year, we conducted a focus group discussion using the nominal group technique to understand the ideal PLF data for various stakeholders. This data is currently being jointly analyzed by two members of our team from MSU and SRUC. Objective 4. Drafts of willingness to pay surveys have been created for producers and are being discussed for consumers. Objective 5. Dissemination of our findings from producer perception surveys began via MSU Extension websites and Pork Quarterly magazines, which led to pork industry outlets such as National Hog Farmer, SwineWeb, Farmer's Advance, and Farm Journal's PORK Business republishing the story. Broadhead also interviewed PI Siegford for a podcast on Boehringer Ingelheim's website and Wisenex interviewed postdoc Akinyemi for their swine podcast series.

Publications

  • Type: Book Chapters Status: Published Year Published: 2024 Citation: Siegford JM. 2024. Chapter 20: Precision livestock farming and technology in pig husbandry. In: Advances in Pig Welfare, 2nd Ed. (eds. I. Camerlink & E. Baxter). Woodhead Publishing. Pp. 449-469. doi:10.1016/B978-0-323-85676-8.00015-8.
  • Type: Journal Articles Status: Published Year Published: 2023 Citation: Akinyemi BE, Akaichi F, Siegford JM, Turner SP. 2023. US swine industry stakeholder perceptions of precision livestock farming technology: a Q-methodology study. Animals, 13(18), 2930. doi: 10.3390/ani13182930.
  • Type: Websites Status: Published Year Published: 2023 Citation: Akinyemi BA, Siegford JM. 2023. Will precision livestock farming be adopted on swine farms? MSU Extension. https://www.canr.msu.edu/news/will-precision-livestock-farming-be-adopted-on-swine-farms


Progress 06/01/22 to 05/31/23

Outputs
Target Audience: Objectives 1 and 3: swine industry stakeholders including farmers and pork producer groups at state and national levels, veterinarians and swine veterinary groups, swine breeding and genetic improvement companies, certification organizations, government entities that have roles in oversight of pork production, non-governmental organizations. This audience was assembled as our stakeholder board as part of Objective 1 and we had them use Q methodology to assess their earlier interview responses as part of Objective 3. Researchers working in precision livestock farming who were presented with some of our findings at a conference from Objective 3. Objective 2: Pork producers and swine veterinarians. Surveys of members of these groups were conducted in MI (producers), Iowa (veterinarians and producers) and NC (producers and veterinarians) and we began reporting back to them on our findings. Changes/Problems:We extended our perception survey data collection into year 2 and were able to collect as many producer responses as we needed. However we still need 9 more veterinary surveys and so are continuing to collect those. While we hope to conduct willingness to pay surveys with producers this year, the difficult economic year for the swine industry may force us to put this off for another year. However, we plan to make progress on the consumer survey side and to begin efforts to disseminate findings to the groups we've collected data from. What opportunities for training and professional development has the project provided? Research Associate (Postdoc) Babatope Akinyemi has gained experience collecting data from and presenting findings to swine producers and veterinarians. He has also networked with researchers working in precision livestock farming. He has gained proficiency in collecting data using a Q methodology approach and conducting structural equation modeling. As a result of the data he has collected, he submitted two manuscripts, one abstract, and one proceedings paper. How have the results been disseminated to communities of interest? We have attended one scientific and one veterinary meeting so far to share the findings from Objectives 2 and 3 and attendance at additional meetings is planned in the coming years. We have provided quarterly updates to the advisory board following our quarterly team meetings to share the status of various publications and presentations. What do you plan to do during the next reporting period to accomplish the goals? Objective 1: We will hold a second annual meeting with the advisory board and maintain our schedule for regular communication and subsequent meetings. Objective 2: We will conclude surveys of veterinarians in Michigan and North Carolina and begin surveys in Iowa. Objective 3: We will see our peer-reviewed publication on Q methodology work with the advisory board to publications as well as develop lay publications and communications with stakeholders. Objective 4: We will complete willingness to pay surveys with farmers and consumers. Objective 5: We will begin disseminating our findings to the industry via our extension team members.

Impacts
What was accomplished under these goals? Objective 1. We held a face-to-face annual meeting with the stakeholder advisory board that also included the project team. We also conducted individual conversations with many members of the board to help us prepare the willingness to pay survey for producers. Objective 2. We finalized our dataset of surveys from swine producers in Michigan, Iowa and North Carolina and a few other states regarding perception of PLF. The veterinary perception survey dataset is nearly complete. Objective 3. We followed up our interviews with stakeholders in our advisory board with a Q methodology study to examine similarities and differences in perspectives related to PLF in the US swine industry. One peer-reviewed manuscript and a proceedings paper ahve been published on the interviews and another peer-reviewed manuscript submitted as part of the special issue arising from the USPLF conference. Objective 5. We are beginning to extend findings back to swine industry stakeholders via quarterly communications with our adivsory board and through presenting at the meetings where we collected data.

Publications

  • Type: Journal Articles Status: Published Year Published: 2023 Citation: Akinyemi BE, Vigors B, Turner SP, Akaichi F, Benjamin M, Johnson AK, Pairis-Garcia MD, Rozeboom DW, Steibel JP, Thompson DP, Zangaro C, Siegford JM. 2023. Precision Livestock Farming: a qualitative exploration of key swine industry stakeholders. Frontiers in Animal Science: Precision Livestock Farming. 4:1150528. doi: 10.3389/fanim.2023.1150528
  • Type: Conference Papers and Presentations Status: Published Year Published: 2023 Citation: Akinyemi BE, Vigors B, Turner SP, Akaichi F, Benjamin ME, Johnson AK, Pairis-Garcia MD, Rozeboom DW, Steibel JP, Thompson DP, Zangaro C, Siegford JM. 2023. Swine industry stakeholder perceptions of precision livestock farming technology: A Q-methodology study. US Precision Livestock Farming 2023:Conference Proceedings of the 2nd US Precision Livestock Farming Conference, Knoxville, TN, May 21-24, 2023. 2:23-35
  • Type: Book Chapters Status: Accepted Year Published: 2023 Citation: Siegford JM. Accepted. Chapter 20: Precision livestock farming and technology in pig husbandry. In: Advances in Pig Welfare, 2nd Ed. (eds. I. Camerlink & E. Baxter). Elsevier.


Progress 06/01/21 to 05/31/22

Outputs
Target Audience:In 2021-2022 the target audiences were Objectives 1 and 3: swine industry stakeholders including farmers and pork producer groups at state and national levels, veterinarians and swine veterinary groups, swine breeding and genetic improvement companies, certification organizations, government entities that have roles in oversight of pork production, non-governmental organizations. This audience was interviewed as part of Objective 1. Objective 2: Pork producers and swine veterinarians. Surveys of members of these groups were conducted in MI (producers) and NC (producers and veterinarians). Changes/Problems:COVID disrupted many face to face meetings within the swine industry. In 2021 and 2022 many of these meetings were beginning to return to face to face formats, but some were still virtual or hybrid. Meeting programs for the coming year are full--making it hard for us to find space to present work and collect data. We will extend data collection for Objective 2 over the remainder of the grant until we have as many survey responses as we need. We are also developing online survey tools to use to complement the paper survey we initially developed. Co-PI Belinda Vigors has left Scotland's Rural College but will remain a consultant for the project. (She was heavily involved with the design of the protocol used to conduct surveys, which was accomplished before she left SRUC.) What opportunities for training and professional development has the project provided?Research Associate (Postdoc) Babatope Akinyemi joined the project in December 2021. He is an agricultural economist and has been learning about swine farming and precision livestock farming technology. He has been working with members of the grant team on Objectives 1 and 2. As a result of the interview data he has collected, he submitted an abstract to a professional meeting on precision livestock farming. How have the results been disseminated to communities of interest? Nothing Reported What do you plan to do during the next reporting period to accomplish the goals?Objective 1: We will hold a face to face meeting with the advisory board and establish a schedule for regular communication and subsequent meetings. Objective 2: We will continue to survey producers and veterinarians in Michigan and North Carolina and begin surveys in Iowa. Objective 3: We will finalize analysis of the interviews and prepare the results for dissemination through peer-reviewed publications as well as through lay publications and communications with stakeholders. Objective 4: We will develop willingness to pay surveys for farmers and consumers. Objective 5: We will begin disseminating our findings to the industry via our extension team members.

Impacts
What was accomplished under these goals? Objective 1. We created a stakeholder advisory board. Objective 2. We created surveys for use with veterinarians, producers and swine extension agents. We have begun collecting data from producers in Michigan and from producers and vets in North Carolina. Objective 3. We have concluded all interviews with stakeholders in our advisory board. The data have been cleaned and are being prepared for analysis. An abstract from this work has been submitted to the 2nd US PLF conference (to be held May 2023).

Publications