11 pages, This proof-of-concept study explores the innovative application of Large Language Models (LLMs) for qualitative analysis of feedback from an Extension program, addressing the challenge of efficiently analyzing qualitative data. The study juxtaposes traditional human-led qualitative analysis with Artificial Intelligence (AI)-driven techniques, revealing the complementary strengths of human insights and AI efficiency. It underscores the potential of LLMs to enhance qualitative analysis while recognizing the need for human oversight to ensure depth and context accuracy. This research contributes to the fields of program evaluation and data analysis, offering a new paradigm for integrating advanced AI tools in qualitative research.
15 pages, Agriculture is a significant contributor to the global economy and critical for future food and fibre production. To maximise the industry efficiencies and improve sustainability, a knowledgeable workforce is essential. Today’s school-aged youth will be the next generation agriculture workforce. However, there is concern that today’s youth are more detached from agriculture than ever before, viewing the industry as an unattractive career prospect and possessing low levels of agricultural literacy. Using a qualitative approach, this research presents the results from an open-response survey item asking Australian primary and secondary students to ‘list three words you think of when you hear the word ‘agriculture’’. Focus groups with Australian primary and secondary teachers were also conducted to explore these findings. Overall, students appear to have what can be described as a conventional understanding of agriculture as it relates to traditional farming, particularly animal production. However, students appeared to have a lower level of understanding and perception of the industry in less-traditional settings, including modern careers and the technologies involved. Improved agricultural education in Australia, including both formal and informal programs on possible career paths and technology adoption in the industry is recommended to support knowledge development of the modern sector to attract the next generation workforce.
14pgs, While conservation practices promote soil health and reduce the negative environmental effects from agricultural production, their adoption rates are generally low. To facilitate farmer adoption, we carried out a survey to identify potential challenges faced by farmers regarding conservation tillage and cover crop adoption in the western margin of the US Corn Belt. We found farmers' top two concerns regarding conservation tillage were delayed planting, caused by slow soil warming in spring, and increased dependence on herbicide and fungicides. Narrow planting window and lack of time/labor were perceived by farmers as the two primary challenges for cover crop adoption. Some sense of place factors, including the commonly included dimensions of attachment, identity and dependence, played a role in farmers' perceived challenges. For example, respondents more economically dependent on farming perceived greater challenges. We found that farmers' challenge perceptions regarding reduced yield and lack of time/labor significantly decreased as years of usage increased, implying that time and experience could dilute some challenges faced by farmers. Our findings indicate that social network use, technical guidance and economic subsidies are likely to address the concerns of farmers and facilitate their adoption of conservation practices.
8pgs, The global trend of urbanization coupled with an increasing awareness of the importance of food systems resilience, has led to an increasing interest in urban agriculture to sustainably feed the rapidly growing urban population and mitigate against food supply chain disruptions. While home and community gardens have been long studied, there has been relatively little empirical research focused specifically on commercial urban agriculture (CUA) operations. The purpose of this study was to characterize commercial urban farms, and to identify their primary barriers to business development and expansion, their perceptions of future opportunities, and their specific informational needs. Because CUA has received relatively less attention in previous empirical research, a qualitative approach was used for this needs assessment to collect rich, contextualized information to help differentiate the specific barriers, opportunities and needs of CUA operations as opposed to their rural counterparts. We conducted semi-structured interviews (n = 29) of CUA producers in Florida. These interviews revealed that CUA operations face many of the same barriers that are common to establishing and growing small farms, with additional barriers due to local government regulations and tensions associated with farming on land that is not traditionally used for agriculture. Despite these difficulties, CUA operators believe their urban location is a key benefit to their operation and they see a variety of opportunities for future business and market expansion.
29pgs, Farmers experience poor health outcomes and are considered ‘hard to reach’. Agricultural advisors (‘advisors’) are uniquely positioned to support and signpost farmers on health issues. This paper explores the acceptability and terms of reference of a potential health role for advisors, and offers key recommendations for developing a bespoke farmers’ health training programme.
Fielke, Simona (author), Taylor, Brucea (author), Coggan, Antheaa (author), Jakku, Emma (author), Davis, Aaron M. (author), Thorburn, Peter J. (author), Webster, Anthony J. (author), and Smart, James C.R. (author)
Format:
Journal Article
Publication Date:
2022-04-01
Published:
Netherlands: Elsevier
Location:
Agricultural Communications Documentation Center, Funk Library, University of Illinois Box: 206 Document Number: D12813
12pgs, We report on qualitative social research conducted with stakeholders in a local agricultural knowledge and advice network associated with a collaborative water quality monitoring project. These farmers, advisors and researchers allude to existing social dynamics, technological developments, and (more general) social evolution which is analysed against a novel analytical framework. This framework considers notions of power, social capital, and trust as related and dynamic, forming the basis of our contribution to knowledge. We then probe the data to understand perceived impacts of the collaborative project and social interaction associated with this research project, which involved cutting edge automated and frequent water quality monitoring that allowed for near real-time access to data visualisation displayed via a bespoke mobile or web ‘app’ (1622WQ). Our findings indicate that a multi-faceted approach to assessing and intervening based on consideration of multiple social dimensions holds promise in terms of creating conditions that allow for individual and group learning to encourage changes in thinking required to result in improved land management practice.
Sloan, Margaret F. (author), Trull, Laura (author), Malomba, Maureen (author), Akerson, Emily (author), Atwood, Kelly (author), and Eaton, Melody (author)
Format:
Journal article
Publication Date:
2022
Published:
USA: Sagamore-Venture Publishing Inc.
Location:
Agricultural Communications Documentation Center, Funk Library, University of Illinois Box: 208 Document Number: D13249
17 pages, Much of the press on the pandemic has been focused on urban environments where the virus was quick to spread and the numbers of cases are high. Beyond the greater risk for COVID-19-related health complications, rural populations are particularly susceptible to disruptions in the economic infrastructure of their communities. This study explores the impacts of COVID-19 on rural communities and the responses of nonprofit and other community infrastructures. Using a strengths-based approach and mixed methods design, this qualitative research asked rural residents and nonprofit leaders about their needs, challenges, and assets as a result of COVID-19. Themes relative to access, interdependence, and community emerged from a priori categories. The research offers implications for both nonprofit education and rural nonprofit leadership.
25pgs, se programs in the peer-reviewed literature, the objectives were to identify factors that facilitate or hinder the implementation of these two local value chain models of healthy food access and to identify the perceived impacts from the perspective of the sites implementing them. In-depth, semi-structured interviews were conducted with CFS (n = 7) and DS (n = 10) site representatives in January 2020. Template analysis was used to identify themes through a priori and inductive codes. Participants identified two primary facilitators: support from partner organizations and on-site program stewardship. Produce (and program) seasonality and mitigating food waste were the most cited challenges. Despite challenges, both CFS and DS sites perceive the models to be successful efforts for supporting the local economy, achieving organizational missions, and providing consumers with greater access to locally grown produce. These innovative programs demonstrate good feasibility, but long-term sustainability and impacts on other key stakeholders merit further investigation.
9 pages, Poverty is an important issue for third world Sub-Saharan African countries such as Ethiopia. To assist with poverty alleviation, a great number of nongovernmental organizations have moved resources into the region, but the problem has not significantly improved. This paper studies the Jerusalem Children and Community Development Organization (JeCCDO), an NGO that has engaged in poverty alleviation programs in Ethiopia for more than 35 years. The study examines communication practices used by JeCCDO as part of its poverty alleviation programs in Negede Woito community (Bahir Dar, Ethiopia). We use a qualitative research methodology to assess the organization’s communication practices, as well as the challenges it and the Negede Woito community face. Poverty is perceived as lack of resources by JeCCDO, but the community also prioritizes other forms of poverty such as psychological and cultural. Our findings reveal that JeCCDO is renowned for using a social enterprise development model and a participatory communication approach. However, in practice we find these are not used. In the models, endogenous knowledge and grassroots communication were vital to community development, but JeCCDO did not implement them during planning, implementing, and evaluating community-based programs. Community workers who coordinated the organization and the community were Negede Woito community members. Besides grassroots communication, knowing the context and living situation of the community is mandatory for development agents. JeCCDO did not contextualize development efforts, such as sheep fattening and poultry for people who did not have shelter. In conclusion, we propose that nongovernmental organizations and development workers should reconsider their communication contexts and practices while launching new poverty alleviation programs.
5 pages, Photo elicitation is the idea of inserting a photograph (or other visual material) into a research interview. It has been documented that contemporary modes of expression (such as photographs) can be beneficial in research interviews with youths. This article describes a photo elicitation protocol used with older youths and provides insight on the benefits and challenges of using photo elicitation for qualitative research purposes.
