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Articles 121 - 150 of 173
Full-Text Articles in Agricultural Economics
Nebraska Women In Agriculture Conference Marks 40 Years, Lindsey Mckeever, Sarah Sivits, Jessica J. Groskopf
Nebraska Women In Agriculture Conference Marks 40 Years, Lindsey Mckeever, Sarah Sivits, Jessica J. Groskopf
Cornhusker Economics
The Nebraska Women in Agriculture program marked 40 years of educating and empowering females in farming, ranching, and agribusiness, with nearly 370 people attending its annual conference on February 20 and 21, 2025, in Kearney.
Racial Differences In Knowledge, Attitudes Toward Vaccination, And Risk Practices Around Lyme Disease In The United States, Madiha Shafquat, Niyati Patel, Brandon Mcfadden, James H. Stark, L. Hannah Gould
Racial Differences In Knowledge, Attitudes Toward Vaccination, And Risk Practices Around Lyme Disease In The United States, Madiha Shafquat, Niyati Patel, Brandon Mcfadden, James H. Stark, L. Hannah Gould
Agricultural Economics and Agribusiness Faculty Publications and Presentations
Introduction Lyme disease (LD) incidence in the United States is highly regional, with most cases occurring in 16 high-incidence jurisdictions. LD incidence and severity of disease have been found to vary by race. This study describes racial differences in knowledge, attitudes toward vaccination, and risk practices related to LD.Methods Four web-based surveys were conducted with adults and caregivers of children in high-incidence jurisdictions and 10 states neighboring them. Respondents were recruited via an established online panel to represent the general population. Self-reported race was pooled into 3 categories: 'White', 'Black or African American', and 'Other' for analysis. Analyses were conducted …
Nebraska Beef Cow Breeding Herd As Capital Stock, Richard Perrin, Margarida Noelia De Aguiar Cunha Souza, Lilyan E. Fulginiti
Nebraska Beef Cow Breeding Herd As Capital Stock, Richard Perrin, Margarida Noelia De Aguiar Cunha Souza, Lilyan E. Fulginiti
Cornhusker Economics
Throughout her lifetime, the capital stock value of a cow first rises as the size/quality of calves increase, then declines because there are fewer calves expected over her remaining lifetime. The value later in life begins to rise in anticipation of culling value.
We estimate the age distribution of the Nebraska cow herd every year, then we estimate the capital value of each cohort. Adding these values across ages and adjusting to 2015 prices, we obtain the series of capital values, measured in terms of 2015 dollars.
In addition, we calculate the value of the annual flow of services provided …
2025 Nebraska Farmland Values And Cash Rental Rates, Jim Jansen
2025 Nebraska Farmland Values And Cash Rental Rates, Jim Jansen
Cornhusker Economics
The market value of agricultural land in Nebraska declined by 2% over the prior year to an average of $3,935 per acre, according to the 2025 Nebraska Farm Real Estate Market Survey. This marks the first decline in the market value of agricultural land in Nebraska since reaching the record non-inflation-adjusted statewide land value in the survey's 46-year history in 2024.
The University of Nebraska-Lincoln’s Department of Agricultural Economics annually surveys land industry professionals across Nebraska, including appraisers, farm and ranch managers, agricultural bankers, and related industry professionals. Results from the survey are divided by land class and summarized by …
Gendered Differences In The Implementation Of A Rice-Based Enterprise Program In Sariaya, Quezon Province, Philippines, Imelda Dg Olvida, Nico Jayson C. Anastacio, Paul Jersey G. Leron
Gendered Differences In The Implementation Of A Rice-Based Enterprise Program In Sariaya, Quezon Province, Philippines, Imelda Dg Olvida, Nico Jayson C. Anastacio, Paul Jersey G. Leron
The Philippine Agricultural Scientist
This study examined gendered differences in the experiences of local farmers in Sariaya, an agricultural municipality in Quezon Province, Philippines. Using the Harvard Analytical Framework, this paper aimed to provide insights into how gender influences the experiences of local farmers under the Rice Business Innovation System (RiceBIS) Community Program of the Department of Agriculture - Philippine Rice Research Institute (DAPhilRice). A qualitative approach was employed using data from focus group discussions and key informant interviews. Thematic analysis was used to identify emerging themes on the different gendered differences in the roles, resource access, needs, and challenges of local farmers in …
Wayne E. Sabbe Arkansas Soil Fertility Studies 2024, Nathan A. Slaton
Wayne E. Sabbe Arkansas Soil Fertility Studies 2024, Nathan A. Slaton
Arkansas Agricultural Experiment Station Research Series
Rapid technological changes in crop management and production require that the research efforts be presented in an expeditious manner. The contributions of soil fertility and fertilizers are major production factors in all Arkansas crops. The studies described within will allow producers to compare their practices with the university’s research efforts. Additionally, soil-test data and fertilizer sales are presented to allow comparisons among years, crops, and other areas within Arkansas.
Understanding Dairy Livestock Farmers' Intention To Adopt Sociocultural Dynamics For Food Security Using The Theory Of Planned Behaviour, Paresh Kumar Sarma, Mohammad Jahanghir Alam, Samiha Sarwar, Sadika Haque, Golam Rabbani, Ismat Ara Begum, Andrew M. Mckenzie
Understanding Dairy Livestock Farmers' Intention To Adopt Sociocultural Dynamics For Food Security Using The Theory Of Planned Behaviour, Paresh Kumar Sarma, Mohammad Jahanghir Alam, Samiha Sarwar, Sadika Haque, Golam Rabbani, Ismat Ara Begum, Andrew M. Mckenzie
Agricultural Economics and Agribusiness Faculty Publications and Presentations
This study examines the impact of socio-cultural dynamics (SCD) on food and nutrition security in dairy farming households. Recognizing the role of cultural practices, social networks, and access to resources in shaping food security, we emphasize the need to incorporate these factors into interventions for dairy farming. Using a systematic random sampling technique, we surveyed 400 households in the Rajbari District of Bangladesh in 2024 and analyzed the data using the Theory of Planned Behavior (TPB) and the Partial Least Square-Structural Equation Model (PLS-SEM model). The results revealed a positive association between the intention to adopt socio-cultural dynamics and food …
Be Aware Of Basis Volatility When Using Price Risk Management For Calves And Feeder Cattle, Jay Parsons, Aaron Berger
Be Aware Of Basis Volatility When Using Price Risk Management For Calves And Feeder Cattle, Jay Parsons, Aaron Berger
Cornhusker Economics
Understanding basis volatility and the impact it has on the actual price received for calves or feeder cattle in relation to the CME Feeder Cattle Futures is important when considering price risk management opportunities. Currently, cattle markets are in a time frame where volatility appears to be like market conditions experienced in 2014 and 2015. These conditions should prompt producers to think through how basis volatility could impact the expected price they will receive for their calves or feeder cattle.
Consumer Acceptance Of Gene-Edited Food: The Role Of Knowledge, Trust, And Information, Anubrata Deka, Syed Imran Ali Meerza, Amalia Yiannaka
Consumer Acceptance Of Gene-Edited Food: The Role Of Knowledge, Trust, And Information, Anubrata Deka, Syed Imran Ali Meerza, Amalia Yiannaka
Cornhusker Economics
The research aims to assess consumer preferences and attitudes toward CRISPR applications in the food sector and estimate consumer willingness to pay for a food product developed using CRISPR technology to enhance food safety and confer health benefits. Additionally, the research assesses the impact of information provision on perceptions, attitudes and willingness to pay. Specifically, we consider the potential effect of both the nature of information provided (i.e., whether it emphasizes the differences between GM and CRISPR technology or not) and the delivery format (i.e., text versus video) used to present content-equivalent information. In this context, we also assess consumer …
The Employer/Employee Relationship: It’S More Than Just Hiring, Cheryl A. Burkhart-Kriesel
The Employer/Employee Relationship: It’S More Than Just Hiring, Cheryl A. Burkhart-Kriesel
Cornhusker Economics
For some businesses this year, they may be thinking about hiring one or more new employees. This is a big decision. Initially, they may be thinking, “Can this business support another employee?” That could be the easy question. The harder questions could be, “How do I find a good employee, and then what do I need to do to retain them?”
These questions are at the top of the minds of businesses all across the country right now. The workplace environment is subtly changing with current trends impacting both employees and employers. In a recently published article by the …
Reconciling The Paradox Of Positive Profit And Negative Cash Flow, Timothy Meyer
Reconciling The Paradox Of Positive Profit And Negative Cash Flow, Timothy Meyer
Cornhusker Economics
One of the paradoxes of business that accrual accounting sorts out is the reconciliation between cash flow (liquidity) and profit. The rest of this article is a summary of a case study/example utilized in Farm and Ranch Management to explain how profits and cash flow can be opposite, how this can be analyzed, and how the concept of financial feasibility and investment analysis can be used to make strategic farm and ranch decisions.
Agricultural Drought Prediction From Multispectral Image Processing Using Deep Learning Models, Gowri L
Agricultural Drought Prediction From Multispectral Image Processing Using Deep Learning Models, Gowri L
Theses and Dissertations
Accurate and timely prediction of agricultural droughts is fundamental to the management of ecosystems, preservation of biodiversity, and environmental sustainability. It helps to reduce environmental exploitation, promotes eco-friendly irrigation techniques, and tackles climate change efficiently. Its social implications include food safety and financial stability through continuous rural employment. Drought prediction guarantees social progress and sustainability by ensuring zero hunger/poverty and effective water management. A multi-sensor image pre-processing framework that incorporates data from various satellite platforms like Landsat (30 metres), Sentinel-2 (10 metres, 20 metres, 30 metres), and MODIS (500 metres) is used to monitor and assess agricultural drought effectively.
Analysis …
An Intensified Cereal Push-Pull System Reduces Pest Infestation And Confers Yield Advantages In High-Value Vegetables, Frank Chidawanyika, Evanson R. Omuse, Lavender O. Agutu, Jimmy O. Pittchar, Dickens Nyagol, Zeyaur R. Khan
An Intensified Cereal Push-Pull System Reduces Pest Infestation And Confers Yield Advantages In High-Value Vegetables, Frank Chidawanyika, Evanson R. Omuse, Lavender O. Agutu, Jimmy O. Pittchar, Dickens Nyagol, Zeyaur R. Khan
All Peer-Reviewed Publications
Crop diversification is associated with ecosystem services that can improve yield. We integrated tomatoes and kales within the cereal push-pull technology (PPT), to form the vegetable integrated push-pull (VIPP), and explored the influence of these cropping systems on pest and disease management, and subsequent yield of the vegetables. Aphids and diamondback moths (DBM), the major pests in kale production, together with grasshoppers were consistently lower in the VIPP plots. Low incidences and damage by leafminers, whiteflies and fruitflies on tomatoes were observed in VIPP plots compared to plots of tomato intercropped with maize (control). The severity of black rot and …
Lumpy Heterogeneity In Groundwater Service Values And Time Preferences, Kent F. Kovacs, Heather Snell, Brandon R. Mcfadden, Rodolfo M. Nayga Jr.
Lumpy Heterogeneity In Groundwater Service Values And Time Preferences, Kent F. Kovacs, Heather Snell, Brandon R. Mcfadden, Rodolfo M. Nayga Jr.
Agricultural Economics and Agribusiness Faculty Publications and Presentations
From a choice experiment about groundwater management, we consider time preferences and groundwater service values through sociodemographic characteristics using a model called the discounted latent class model. A policy-motivated latent class has a higher income, greater familiarity with an aquifer, and more concern for the risks that groundwater decline poses to people and the environment. A business-as-usual latent class has a conservative ideology. Exponential discounting is preferred, and the discount rate is larger for the policy group than the business-as-usual group. Other models we use include the discounted mixed logit model and the discounted logit-mixed logit model.
Determinants Of Market Participation Among Milk Producers In Kyrgyzstan, Akhmadjon Nurullaev, Eunchun Park, Bruce L. Ahrendsen, Stijn Speelman, Lawson Connor
Determinants Of Market Participation Among Milk Producers In Kyrgyzstan, Akhmadjon Nurullaev, Eunchun Park, Bruce L. Ahrendsen, Stijn Speelman, Lawson Connor
Agricultural Economics and Agribusiness Faculty Publications and Presentations
Numerous studies have been conducted to comprehend the economic importance of market participation for producers. However, a significant gap remains, particularly in Central Asia. This study assesses market participation drivers for Kyrgyzstan's milk producers using the Life in Kyrgyzstan dataset, encompassing a comprehensive nationwide farm-level survey. Findings reveal that household assets boost market entry and sales volume, whereas distance from markets discourages participation but can increase sales for active sellers, reflecting transportation cost strategies. The insights inform policy interventions benefiting rural small-scale milk producers in Central Asian countries that share similar cultural backgrounds.
Online Media Sentiment Analysis Of Shrimp And Salmon In The United States, Jingjing Tao, Kwamena K. Quagrainie
Online Media Sentiment Analysis Of Shrimp And Salmon In The United States, Jingjing Tao, Kwamena K. Quagrainie
Department of Agricultural Economics Faculty Publications
There is a growing interest in the U.S. seafood and aquaculture market; however, studies utilizing online information to understand this market are limited. This study employs online media analytics to obtain insights into consumer perceptions and potential demand signals for shrimp and salmon in the U.S. Our results show that platform X is the preferred medium for shrimp and salmon discussions, with shrimp's physical quality and salmon's environmental impact being the two major perception drivers. Additionally, autoregressive modeling is conducted to explore the dynamics of net sentiments. Farmed shrimp and salmon consistently exhibit lower net sentiments compared to their wild …
Nebraska Crop Budgets Updated For 2025, Glennis Mcclure
Nebraska Crop Budgets Updated For 2025, Glennis Mcclure
Cornhusker Economics
For the 2025 production season, 83 crop budgets were developed for Nebraska. These budgets show slightly lower per-unit costs compared to 2023 and 2024. The primary factor behind the reduction in input costs is the lower estimated costs of fuel and fertilizer. In most cases, machinery depreciation and opportunity costs remained relatively stable, while land values and rental rates increased slightly. Additionally, seed and interest costs also rose in the 2025 budgets. Budget scenarios for individual producers may vary depending on the timing of their input purchases and fluctuations in prices.
The Nebraska crop budgets are updated annually to serve …
Vulnerability And Adaptation In Flood-Prone Ecosystems Of Bangladesh: A Case Study Of Rice Farming Households, Mohammad Chhiddikur Rahman, Md Abdur Rouf Sarkar, Md Jahangir Kabir, Md Shajedur Rahaman, Jatish C. Biswas, Md Abdullah Aziz, Mohammad Ariful Islam, Md Abdullah Al Mamun, Niaz Md Farhat Rahman, Andrew M. Mckenzie
Vulnerability And Adaptation In Flood-Prone Ecosystems Of Bangladesh: A Case Study Of Rice Farming Households, Mohammad Chhiddikur Rahman, Md Abdur Rouf Sarkar, Md Jahangir Kabir, Md Shajedur Rahaman, Jatish C. Biswas, Md Abdullah Aziz, Mohammad Ariful Islam, Md Abdullah Al Mamun, Niaz Md Farhat Rahman, Andrew M. Mckenzie
Agricultural Economics and Agribusiness Faculty Publications and Presentations
Floods in Bangladesh significantly impact rice production, a vital element of food security. While regional flood effects have been extensively studied, the specific impacts on rice, the country's primary staple, remain underexplored. This study assesses the effects of floods on rice production, availability, and prices, alongside identifying household vulnerabilities and adaptation strategies. Using both quantitative and qualitative data from secondary sources and interviews with farmers, we analyzed how floods affect rice cultivation and market dynamics. Our findings showed that floods predominantly affect wet season Aman rice, temporarily disrupting cultivation, national yield, and market prices. However, the adoption of stress-resistant varieties …
Understanding Market Outlooks, Elliott James Dennis
Understanding Market Outlooks, Elliott James Dennis
Cornhusker Economics
As 2024 has concluded, many industry analysts will reflect on the market trends and forces that shaped 2024 to make improved decision making in 2025. This is a pivotal time to evaluate the factors influencing commodity markets and plan for the future. Market outlooks play a vital role in this process, offering agricultural producers and industry stakeholders valuable insights into price trends, production forecasts, and market dynamics. By analyzing data from government agencies, universities, and private firms, these outlooks help users anticipate and navigate market fluctuations, whether through short-term forecasts or long-term projections spanning decades. With advances in technology and …
Community-Centered Climate Resilience Strategies For Agriculture In Chile's Los Lagos, Asa B. Stone, Cristián Kremer F., Mark C. Stone
Community-Centered Climate Resilience Strategies For Agriculture In Chile's Los Lagos, Asa B. Stone, Cristián Kremer F., Mark C. Stone
Cornhusker Economics
Community-centered approaches using the SETS framework facilitate equitable community-academia partnerships that co-create climate resilience strategies. By integrating local insights with academic research ethically and equitably, PLL aims to develop evidence-based, culturally relevant, and technologically feasible strategies. This holistic approach not only enhances community resilience but also ensures the sustainable management of water resources in the Los Lagos Region.
Failure Of The Farm Bill Process In 2023—A Perspective From Social Media Activity, Roman Keeney, Nicole Olynk Widmar, Austin Berenda
Failure Of The Farm Bill Process In 2023—A Perspective From Social Media Activity, Roman Keeney, Nicole Olynk Widmar, Austin Berenda
Department of Agricultural Economics Faculty Publications
In September 2023, the current farm bill was allowed to expire. This marked the fourth consecutive farm bill to see its authorization lapse before replacement legislation was signed into law. The failure in 2023 is notable as significant trade and covid shocks revealed needed reforms in farm and food safety nets. We develop a unique online and social media dataset and metrics to examine 2023 online activity to understand drivers of online farm bill discussion and implications for the future of the traditional farm bill political coalition. These findings echo the increasing concern about future farm bills amid a broadening …
The Adoption Of Biosecurity Measures And Its Influencing Factors In Bangladeshi Layer Farms, Mohammadyar Jahangir Alam, Ismat Ara Begum, Md Al Mamun, Md Asif Iqbal, Andrew M. Mckenzie
The Adoption Of Biosecurity Measures And Its Influencing Factors In Bangladeshi Layer Farms, Mohammadyar Jahangir Alam, Ismat Ara Begum, Md Al Mamun, Md Asif Iqbal, Andrew M. Mckenzie
Agricultural Economics and Agribusiness Faculty Publications and Presentations
Developing nations like Bangladesh are particularly vulnerable to poultry diseases, notably Highly Pathogenic Avian Influenza. Adopting biosecurity approaches that assist farms in disease control and prevention can decrease the industry-wide dissemination of infectious diseases. In light of these factors, this study was carried out to investigate the implementation of biosecurity practices on layer farms in Bangladesh. Using a stratified random sample method, a total of 315 layer farms from fourteen upazilas (sub-districts) in seven districts were surveyed using a semi-structured interview schedule. The study explored layer farmers' experiences with biosecurity procedures adopted on farms that included equipment, employees, and visitors. …
Bridging Taste And Health: The Role Of Machine Learning In Consumer Food Selection, Saroj Adhikari, Brandon R. Mcfadden
Bridging Taste And Health: The Role Of Machine Learning In Consumer Food Selection, Saroj Adhikari, Brandon R. Mcfadden
Agricultural Economics and Agribusiness Faculty Publications and Presentations
Navigating the modern food landscape is complex, often leading consumers to make suboptimal dietary choices due to information, time constraints, and psychological vulnerabilities. Machine learning (ML) presents a promising solution to enhance the contemporary grocery shopping experience by providing personalized dietary recommendations tailored to individual preferences and characteristics. Traditional methods of dietary guidance cannot account for nuanced consumer characteristics and preferences. In contrast, ML algorithms can incorporate specific information about individuals and continuously adapt to provide personalized recommendations, considering factors like historical eating habits, socio-demographics, nutritional requirements, etc. This paper explores the potential value of ML in enhancing personalized dietary …
Agri-Technology Transforming Farms And Ranches Across Nebraska, Shannon Sand
Agri-Technology Transforming Farms And Ranches Across Nebraska, Shannon Sand
Cornhusker Economics
In summary, agri-tech is reducing the demand for traditional farm and ranch labor in Nebraska while creating new opportunities in technical, analytical, and management roles. As Nebraska maintains its leadership in agri-tech, there will be a growing need for a tech-savvy and versatile agricultural workforce.
Growing South Dakota (Winter 2025), College Of Agriculture, Food And Environmental Sciences
Growing South Dakota (Winter 2025), College Of Agriculture, Food And Environmental Sciences
Growing South Dakota (Publication of the College of Agriculture, Food and Environmental Sciences)
[Page] 2 Native Plant Initiative on a mission
[Page] 4 Gees give back
[Page] 7 Christensen named assistant dean
[Page] 8 Fennell honored in plant biology
[Page] 9 New ag communication faculty
[Page] 10 SDSU Extension awards
[Page] 12 Veterinary medicine class welcomed
[Page] 13 Coulter honored
[Page] 14 National beef award winners
[Page] 15 Department celebrates 100 years
[Page] 16 Southeast Research Farm growing
[Page] 18 Saving the flock
[Page] 22 Energize conference inspires
[Page] 24 BeefSD helping producers
[Page] 25 SDSU Extension retirements
[Page] 26 New food safety testing service
[Page] 27 Bringing back bison
[Page] 28 Jackrabbits …
An Evaluation Of Record Keeping And Related Skills Training For Small Farm Producers In The Alabama Black Belt, Ashmita Nath
An Evaluation Of Record Keeping And Related Skills Training For Small Farm Producers In The Alabama Black Belt, Ashmita Nath
College of Agriculture, Environment and Nutrition Sciences Graduate Theses and Dissertations
The purpose of the study was to evaluate record keeping and related skills training for small farm producers in the Alabama Black Belt. The specific objectives were to (1) examine socioeconomic characteristics, and (2) describe and assess the extent to which participants view training and how they have used the knowledge they acquired by participating in the sessions. The data used for the study were derived from a group of small farm producers in the Alabama Black Belt using convenience sampling. The data were analyzed using descriptive statistics and Spearman’s correlation analysis.
The results showed that most of the participants …
Coffee Farmgate Price And Post-Harvest Processing In Honduras., Isaac Desouza
Coffee Farmgate Price And Post-Harvest Processing In Honduras., Isaac Desouza
Theses and Dissertations--Agricultural Economics
Volatile commodity markets and changing climate expose coffee farmers to price and production risk. Proponents recommend specialty coffee as a strategy to combat price risk, because its unique attributes differentiate it from commodity coffee. Extrinsic and intrinsic attributes define specialty coffee and affect prices at many levels of the supply chain. Despite much work on extrinsic attributes, little is known about how intrinsic attributes relate to farmgate price. Post-harvest processing is itself an intrinsic trait and driver of coffee quality. In 2024 we surveyed 261 coffee farmers from La Paz, Honduras, to uncover relationships between capital, post-harvest processing, and farmgate …
Floral Encounters: Examining The Role Of Experience Goods And Promoters In Specialty Cut Flower Workshops, Savannah L. Columbia
Floral Encounters: Examining The Role Of Experience Goods And Promoters In Specialty Cut Flower Workshops, Savannah L. Columbia
Theses and Dissertations--Agricultural Economics
This thesis provides insight for any farmer interested in agritourism, specifically, specialty cut flower workshops, by investigating consumer behavior related to specialty cut flower workshops as an experience good. It investigates which experience good cues may be important for a consumer’s decision-making process. It introduces a Specialty Cut Flower Workshop Experience Map, which explains how potential participants move from first learning about a specialty cut flower workshop to their long-term behaviors as consumers. These findings help to provide marketing support for smaller-scale specialty crop farmers, specifically, specialty cut flower farmers.
Instructions For Authors, Discovery Editors
Instructions For Authors, Discovery Editors
Discovery, The Student Journal of Dale Bumpers College of Agricultural, Food and Life Sciences
No abstract provided.
Adaptation For Whom? Understanding The Impacts Of Dyke Policies On Small-Scale Farmers In Ca Mau Province Of Vietnam, Nguyen Minh Quang, Nguyen Van Minh, Nguyen Vo Chau Ngan, Martha B. Lerski
Adaptation For Whom? Understanding The Impacts Of Dyke Policies On Small-Scale Farmers In Ca Mau Province Of Vietnam, Nguyen Minh Quang, Nguyen Van Minh, Nguyen Vo Chau Ngan, Martha B. Lerski
Publications and Research
Low-lying deltas worldwide are extremely vulnerable to sea-level rise. As the risks of climate-induced flooding become increasingly clear, the thirst for infrastructure-driven adaptation increases. This highlights a patent need to understand the impacts of engineering adaptation solutions, especially those targeting built structures such as dykes and sluices, on farmers from a bottom-up, farmer-centred perspective. The study addresses this call by examining cases where dyke policies, while successful in some dimensions, have undermined small-scale farmer livelihoods in Ca Mau ― Vietnam’s southernmost rural province. It identifies areas in need of attention and adds empirical data related to this group of farmers. …