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Full-Text Articles in Entire DC Network
Unc-45b As A Potential Chaperone For The Transcription Factor, Gata-4, Kaylah Owings
Unc-45b As A Potential Chaperone For The Transcription Factor, Gata-4, Kaylah Owings
Electronic Theses and Dissertations
The cardiac myosin–specific chaperone UNC-45B has been shown to physically interact with the cardiac myosin transcription factor GATA-4. Specifically, this interaction occurs within the chaperoning region of UNC-45B, known as the UCS domain. However, the precise nature of this interaction has not yet been fully elucidated. The present study was conducted to confirm earlier findings and to evaluate whether UNC-45B functions as a chaperone for GATA-4 using bioinformatic approaches. Analysis of the interaction using AlphaFold 3 modeling verified not only that binding occurs at the UCS (chaperoning) domain of UNC-45B, but also that the interaction is associated with an increase …
Oregon State Rank Assessment For Bedstraw Broomrape (Aphyllon Epigalium Ssp. Epigalium), Lindsey K. Wise
Oregon State Rank Assessment For Bedstraw Broomrape (Aphyllon Epigalium Ssp. Epigalium), Lindsey K. Wise
Institute for Natural Resources Publications
Oregon state conservation status assessment for Bedstraw broomrape (Aphyllon epigalium ssp. epigalium) using NatureServe methodology, 2026.
Beyond The Bug: How The Covid-19 Pandemic Exposed Longstanding Systemic Failures In The United States Workforce And Economy, Abbey M. Markley
Beyond The Bug: How The Covid-19 Pandemic Exposed Longstanding Systemic Failures In The United States Workforce And Economy, Abbey M. Markley
Honors Theses
The purpose of this thesis is to investigate and discuss how longstanding systemic failures in the United States exacerbated the effects the COVID-19 pandemic had on the American economy, essential healthcare workers, and overall public trust in institutions. A review of the existing literature surrounding this topic and the subsequent results of various studies were used to compose this thesis. The United States has a painful lack of worker protections and tends to view members of its workforce as expendable, even in times such as pandemic when they are deemed essential. Healthcare workers in particular faced increasing threats to their …
Antibiotic Resistance Patterns In Bacterial Isolates From Mississippi Gulf Coastal Environments, Lawler F. Horn
Antibiotic Resistance Patterns In Bacterial Isolates From Mississippi Gulf Coastal Environments, Lawler F. Horn
Honors Theses
Coastal environments host diverse microbial communities that play essential ecological roles but may also serve as reservoirs for antibiotic-resistant bacteria. This study investigated patterns of antibiotic resistance in microbial isolates collected from public beaches along the Mississippi Gulf Coast. A total of 143 bacterial isolates exhibited growth and were included in antibiotic susceptibility screening. High levels of antibiotic resistance were observed, with 137 of 143 isolates showing growth on vancomycin, 124 on amoxicillin, and 102 on erythromycin. Resistance to kanamycin (19/143 isolates) and tetracycline (33/143) was less common. Multidrug resistance was widespread, with 101 isolates (70.6%) resistant to three or …
Faith, Science, And Choice: Vaccine Attitudes Among Religious University Students, Jamie Jensen
Faith, Science, And Choice: Vaccine Attitudes Among Religious University Students, Jamie Jensen
ScholarsArchive Data
These data comprise a Q-methodology study conducted at Brigham Young University among undergraduate students to determine vaccine attitudes in relation to religious and political ideologies. It includes raw sort data, templates for running Q-methodology, and interview transcripts.
Invasive Macrofungi In The United States: A Mushrooming Crisis, Emily Torres
Invasive Macrofungi In The United States: A Mushrooming Crisis, Emily Torres
Student Theses 2015-Present
Globalization has accelerated the spread of invasive species, making them one of the largest contributors to biodiversity loss worldwide. While invasive macrofungi remain largely absent from scientific discourse on invasive species, they represent a growing ecological concern throughout the United States. Invasive macrofungi disrupt forest ecosystems, alter soil communities, and displace native fungi. Beyond these ecological impacts, their presence and establishment profoundly affect human-nature relationships, most notably mushroom foraging and cultivation practices. This paper adopts a multidisciplinary approach to examine the ecological, economic, and anthropogenic impacts of invasive macrofungi in the United States. Chapter 1 provides a quantitative overview of …
The Effect Of Climate Change On California’S Agricultural Economy, Anmol Singh
The Effect Of Climate Change On California’S Agricultural Economy, Anmol Singh
Honors Capstones
This study examines the relationship between climate variability and agricultural production in California, focusing on major specialty crops including almonds, walnuts, pistachios, and grapes. Using annual data from 1993 to 2023, the analysis evaluates how temperature and precipitation influence agricultural output while controlling for differences across crop types. The study employs ordinary least squares regression models using the natural logarithm of crop production as the dependent variable. In addition to a baseline linear specification, an extended nonlinear model including squared temperature and precipitation terms is estimated to test for potential nonlinear climate effects.
The results indicate that temperature has a …
Invisible Shipwrecks And Neurological Endangerment: The Trade-Off In Seeking Asylum - Reframing The Neurobiological Cost Of Forced Migration, Eisha Giran
CISLA Senior Integrative Projects
Forced migration along the Spain–Morocco route represents one of the most visible humanitarian crises of the twenty-first century, yet its neurological dimensions remain insufficiently examined. This paper investigates how prolonged displacement and trauma reshape neural systems involved in stress regulation, memory, and emotional processing. It introduces the concept of neurological endangerment, defined as a condition of prolonged and inescapable threat exposure during forced migration in which stress-response systems remain chronically activated, opportunities for recovery are structurally constrained, and cumulative neurobiological risk persists beyond the period of immediate danger.
To address the gap between biological measurement and lived experience, this paper …
Predicting And Decoding Allosteric Binding Sites Using Protein Language Models And Structure-Based Machine Learning: An Energy Landscape-Guided Explainable Ai Framework, Kamila Riedlová, Vít Skrhák, William G. Gatlin, Max Ludwick, Lucas Turano, Marian Novotný, David Hoksza, Gennady M. Verkhivker
Predicting And Decoding Allosteric Binding Sites Using Protein Language Models And Structure-Based Machine Learning: An Energy Landscape-Guided Explainable Ai Framework, Kamila Riedlová, Vít Skrhák, William G. Gatlin, Max Ludwick, Lucas Turano, Marian Novotný, David Hoksza, Gennady M. Verkhivker
Mathematics, Physics, and Computer Science Faculty Articles and Research
Computational prediction of allosteric binding sites in protein structures remains a persistent challenge, as these regulatory pockets evade detection by both sequence-based and structure-based algorithms. Both computational and physical origins of this predictive asymmetry remain insufficiently understood. In this study, we systematically examine the determinants of binding site predictability using a dual framework that integrates a fine-tuned protein language model and the structure-based method P2Rank as complementary tools probing a diverse data set of 453 human kinases, together with a physics-based interpretability layer derived from energy landscape frustration analysis. Both predictors exhibit a sharp and reproducible dichotomy on protein kinases, …
Proteomics And Alkaloid Signature Of Narrow Leaf Lupin Leaves Reveal Key Enzymes In Quinolizidine Alkaloid Biosynthesis And Transportation, Tawfeek Khedr, Ling Ling Gao, Lars G. Kamphuis, Utpal Bose, Mitchell G. Nye-Wood, Angéla Juhász, Michelle L. Colgrave
Proteomics And Alkaloid Signature Of Narrow Leaf Lupin Leaves Reveal Key Enzymes In Quinolizidine Alkaloid Biosynthesis And Transportation, Tawfeek Khedr, Ling Ling Gao, Lars G. Kamphuis, Utpal Bose, Mitchell G. Nye-Wood, Angéla Juhász, Michelle L. Colgrave
Research outputs 2022 to 2026
Quinolizidine alkaloids (QAs) are toxic secondary metabolites in narrow-leafed lupin that defend against herbivores but constrain food and feed use. We developed a single-sample multiomics workflow for simultaneous extraction and quantitative analysis of QAs and proteins from individual leaves using urea/thiourea/CHAPS extraction with acetone precipitation, validated for QA quantification by LC–MS/MS. Data-independent acquisition proteomics of eight lupin accessions (four bitter, four sweet) identified 4437 proteins, with 183 differing significantly between bitter and sweet groups. Bitter accessions were enriched in lysine biosynthesis and stress-response pathways, whereas sweet accessions showed enrichment in phenylpropanoid and other defense-related processes. Coexpression network analysis linked protein …
Herbularyo (Folk Healer): An Herbal Medicine Card Game, Maryjane T. Magsino, Inah Marie Q. Rivera, Armando M. Guidote, Genejane M. Adarlo
Herbularyo (Folk Healer): An Herbal Medicine Card Game, Maryjane T. Magsino, Inah Marie Q. Rivera, Armando M. Guidote, Genejane M. Adarlo
Chemistry Faculty Publications
Herbularyo, a card game teaching about herbal plants (HPs), was created and evaluated as a viable educational card game based on Tuomisto and Aksela’s criteria. A quasi-experiment was performed on 81 Grade 8 students from a private high school and 50 Grade 11 from a public high school. Independent t-test revealed that the control group (CG) and experimental group (EG) (p=0.386), and EG1 (played ≤5) and EG2 (played >5) (p=0.681) are not comparable with each other. Paired t-test showed EG performed better (p=0.001) than CG (p=0.901) whereas ANCOVA showed that playing Herbularyo improved students’ information retention (p=0.006). EG1 and EG2 …
The Meaning Of Physical Activity In The Context Of Health Sciences: A Concept Analysis, Martín G. Farinola
The Meaning Of Physical Activity In The Context Of Health Sciences: A Concept Analysis, Martín G. Farinola
International Journal of Physical Activity and Health
Physical activity has been defined in numerous ways. Thus, this study aimed to conduct a concept analysis of the existing physical activity definitions in the health sciences literature to evaluate its conceptual precision and assess the need for a revised or novel concept better suited for this domain. The concept analysis was accomplished using tools derived from philosophical semantics. The analysis identified six definitions that explicitly state what physical activity is with sufficient clarity to allow for conceptual examination. The findings indicated that these definitions frequently merge the concept of physical activity with its contextual attributes. To address these semantic …
Bioinformatic Resolution Of Candidate Stress-Response Homologs In Cryptosporidium Parvum: P53-Family Vs Sestrin Identity, Freeman Tobechukwu Ezeala Mr.
Bioinformatic Resolution Of Candidate Stress-Response Homologs In Cryptosporidium Parvum: P53-Family Vs Sestrin Identity, Freeman Tobechukwu Ezeala Mr.
Biochemistry and Molecular Biology
Cryptosporidium parvum is an apicomplexan protozoan of major public-health importance, but accurate genome annotation in this organism remains difficult because of its compact genome, deep protein divergence, and the presence of compositionally biased or low-complexity regions that can mislead similarity-based analysis.
In this thesis, I examined one such annotation problem involving a conserved Cryptosporidium stress-response candidate protein, CPATCC_0028580_t1 (833 aa). The central question was whether this protein is better interpreted as a member of the p53 family, based on similarity to p53-like DNA-binding domains (PF00870), or as a member of the Sestrin family associated with the PA26 domain.
I explored …
Pest Risk Modelling For Climate-Smart Vegetable Production In East Africa, Marc Marin Agbodjan, Komi Mensah Agboka, John Odindi, Elfatih Abdel-Rahman, Onisimo Mutanga, Frank Chidawanyika, Chrysantus Tanga, Daniel Munyao Mutyambai, Sevgan Subramanian, Bonoukpoè Mawuko Sokame
Pest Risk Modelling For Climate-Smart Vegetable Production In East Africa, Marc Marin Agbodjan, Komi Mensah Agboka, John Odindi, Elfatih Abdel-Rahman, Onisimo Mutanga, Frank Chidawanyika, Chrysantus Tanga, Daniel Munyao Mutyambai, Sevgan Subramanian, Bonoukpoè Mawuko Sokame
All Peer-Reviewed Publications
Agricultural productivity in East Africa is increasingly threatened by climate-sensitive insect pests. This study investigates the occurrence of key vegetable pests: Brevicoryne brassicae, Plutella xylostella, Maruca vitrata, and Liriomyza mik. A comparative species distribution modelling evaluated pest risk projections under climate change. Four variable selection strategies were tested: case 1 (correlation and variance inflation factor [VIF] filtering across all predictors), case 2 (correlation and VIF filtering of bioclimatic variables merged with other predictors), case 3 (filtering based on environmental values at species occurrence point to approximate realized niches), and case 4 (dimensionality reduction using principal component analysis). These strategies were …
Examining Biobehavioral Indicators Of Adhd In Children With Fxs, Hannah Pressler, Kayla Smith, Ramsey Coyle, Elizabeth Will, Jane E. Roberts
Examining Biobehavioral Indicators Of Adhd In Children With Fxs, Hannah Pressler, Kayla Smith, Ramsey Coyle, Elizabeth Will, Jane E. Roberts
Caravel Undergraduate Research Journal
Attention-deficit/hyperactivity disorder (ADHD) is a neurodevelopmental disorder characterized by inattention and hyperactivity/impulsivity behaviors that are inconsistent with developmental age. Children with fragile X syndrome (FXS), a genetic neurodevelopmental disorder, are often diagnosed with comorbid ADHD (53–59% of males with FXS). Despite the prevalence of ADHD in FXS, little is known about the early manifestation of ADHD. The current project aims to explore group differences in play behaviors between children with FXS and typically developing (TD) children as well as the relationship between infant play behavior and heart activity to future ADHD attention outcomes. Participants included male children with FXS and …
The Universe Under A Microscope, Claire Chabot
The Universe Under A Microscope, Claire Chabot
Caravel Undergraduate Research Journal
No abstract provided.
Discovering The Southern Appalachian Grassy Balds, Nicholas Lenze
Discovering The Southern Appalachian Grassy Balds, Nicholas Lenze
Caravel Undergraduate Research Journal
Grassy balds are unique Appalachian wonders, open meadows in the mountains where, ecologically, there should be trees. It has been hypothesized that some of the balds originated more than ten thousand years ago and were kept open by the grazing of large herbivores such as the mastodon and the wooly mammoth. Over the course of earth’s history, environmental and anthropogenic factors have shaped, modified and maintained the balds. Up to one hundred grassy balds were once recognized to exist in the southern Appalachians, but fewer exist today due to forest succession (Gersmehl, 1970). Collectively, the grassy balds share a common …
A Review Of Video Game Effects And Uses, David Corso
A Review Of Video Game Effects And Uses, David Corso
Caravel Undergraduate Research Journal
Video games are versatile in their form and function. Whether they’re training doctors or offsetting Alzheimer’s disease, video games can exercise both mental and physical features, train specific skills for a number of jobs, educate players about events and phenomenon in our world, research and understand natural human processes, and they can be designed for a number of other purposes. Multiple studies have demonstrated the effects of video games on physiological and cognitive levels—positive, negative, and everything in between. This paper identifies various physical and psychological effects that video games produce, and it suggests ways in which video games can …
Teaching Exercise: A Survey On Educational Aids And Self-Efficacy, Joshua I. Eaton, Lucas Morgan, Matthew Hermes
Teaching Exercise: A Survey On Educational Aids And Self-Efficacy, Joshua I. Eaton, Lucas Morgan, Matthew Hermes
Honors College Theses
HEPs are an important part of therapeutic treatment because they allow for greater exercise stimulus than can be achieved from supervised exercise alone. 94.7% of physical therapists reported prescribing HEPs to their patients. However, patient adherence to these plans can be as low as 35%. Lack of HEP adherence likely leads to sub-optimal clinical outcomes in physical therapy patients. Self-efficacy is improved in patients by supplementing HEPs with instructional aids, especially in the form of videos instead of pictures or descriptions, because they act as a form of vicarious experience. It is possible that improving self-efficacy through vicarious experience could …
Neural Mechanisms Underlying Jung’S Active Imagination: A Review And Hypothesis, Charles R. Fox
Neural Mechanisms Underlying Jung’S Active Imagination: A Review And Hypothesis, Charles R. Fox
Journal of Conscious Evolution
Active imagination is a key technique of Jungian analysis. Despite its centrality, and its potential importance beyond Jungian psychology to the area of systems neuroscience, psychology, and consciousness studies, there are no known neurological mechanisms underlying this psychological phenomenon. There is a history of using the types of mental imagery used in active imagination to explore consciousness. The development and use of active imagination is briefly reviewed, and a case is developed that the neurology underlying active imagination would be fruitfully explored by considering it a special case of mystical experience. Active imagination primarily uses the right hemisphere processing of …
Fodder Maize Variety Trial: Broome 2021, Carla Milazzo, Samuel Crouch, Christopher Ham, Geoff Moore
Fodder Maize Variety Trial: Broome 2021, Carla Milazzo, Samuel Crouch, Christopher Ham, Geoff Moore
Grain and other field crops research reports
- High yielding, highly digestible maize can be produced under irrigation on Pindan sands in northern Western Australia.
- Using high inputs, the biomass and digestibility of all trialled varieties equalled or exceeded varieties used in well-established maize growing regions of Australia.
- Eleven hybrid maize varieties were trialled near Broome. The average dry matter yield of all trialled varieties was 24t/ha at 10.5MJ/kg of dry matter.
- The impact of fall armyworm on yield was successfully reduced by using integrated pest management combining NPV virus (nucleopolyhedrovirus) with strategic insecticide applications.
Red Lines, Green Blooms: Assessing The Effects Of Historical Environmental Disparity On Algal Communities In The Twin Cities, Mn, Georgia C. Akins
Red Lines, Green Blooms: Assessing The Effects Of Historical Environmental Disparity On Algal Communities In The Twin Cities, Mn, Georgia C. Akins
Environmental Studies Honors Projects
Redlining, a discriminatory housing policy from the 1930s, shaped lastng urban inequalites that may extend to environmental conditons. This study examines links between redlining and urban water quality in the Twin Cites using algal communites as indicators. Across 28 water bodies sampled in 2022 and 2024, physical, chemical, and biological metrics were compared by redlining grade. Results show limited relatonships between redlining and most variables, with only surface water temperature differing significantly. Nutrients and algal diversity were unrelated to redlining, instead reflectng present-day conditons. These findings suggest contemporary factors play a stronger role than redlining in shaping urban freshwater ecosystems.
Developing Best Recommendations For Aerial Application And Chemigation Of Insecticides For Western Bean Cutworm (Striacosta Albicosta Smith) Management In Corn, Andrea Rilakovic
Developing Best Recommendations For Aerial Application And Chemigation Of Insecticides For Western Bean Cutworm (Striacosta Albicosta Smith) Management In Corn, Andrea Rilakovic
Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–
Western bean cutworm, Striacosta albicosta (Smith), is a univoltine moth in North America, recognized as an economic threat to both corn (Zea mays L.) and dry bean (Phaseolus vulgaris L.). In the Midwest of the United States, S. albicosta can cause severe damage by reducing the quantity and quality of corn ears through larval feeding. Currently, options for Bacillus thuringiensis (Bt) proteins that can effectively control S. albicosta are limited, relying on only one Vip3A effective protein, while other growers use insecticide application via airplanes or center pivot irrigation systems, known as chemigation. Given the importance …
Prevalence, Determinants, And Objective Risk Of Unintentional Therapeutic Duplication Among Adults In Saudi Arabia, Yosra Alhindi
Prevalence, Determinants, And Objective Risk Of Unintentional Therapeutic Duplication Among Adults In Saudi Arabia, Yosra Alhindi
Saudi Toxicology Journal
Background: Unintentional therapeutic duplication represents an underrecognized yet preventable contributor to medication-related harm, particularly in settings characterized by widespread over-the-counter (OTC) medicine use and self-medication practices. Objective: To estimate the prevalence of unintentional therapeutic duplication among adults in Saudi Arabia and identify sociodemographic and behavioral predictors associated with increased therapeutic duplication risk. Methods: A national crosssectional study was conducted between February 10 and April 28, 2025, using a structured, self-administered online questionnaire distributed via social media platforms. The survey assessed sociodemographic characteristics, medication-use behaviors, active-ingredient literacy, and duplication risk using both self-reported measures and scenario-based assessments. Multivariable logistic regression was …
A New Subspecies Of Papilio Indra (Papilionidae) From The West Desert Of Utah, Usa, Wayne H. Whaley, Alexander A. Jason, Todd L. Stout
A New Subspecies Of Papilio Indra (Papilionidae) From The West Desert Of Utah, Usa, Wayne H. Whaley, Alexander A. Jason, Todd L. Stout
The Taxonomic Report of the International Lepidoptera Survey
Papilio indra bonnevillensis is a new described subspecies partly based on taxonomic rearrangement of its larval host plant reproductive phenology relative to Wasatch Range nominate P. indra. It is geographically isolated in Utah’s West Desert from populations of ssp. nevadensis to the west and ssp. calcicola to the south. In addition to phenological differences compared to these two subspecies, it merits description based on host Lomatium depauperatum which recently speciated from L. grayi, neither of which is used as host by other subspecies of P. indra. The evolution of new host L. depauperatum is …
Employing Zebrafish To Understand Genetic Drivers Of Epilepsy-Related Comorbid Behaviors, Chinwendu Ononuju, Kharma Hall, Olivia Beatty, Scott C. Baraban, Colleen Carpenter-Swanson
Employing Zebrafish To Understand Genetic Drivers Of Epilepsy-Related Comorbid Behaviors, Chinwendu Ononuju, Kharma Hall, Olivia Beatty, Scott C. Baraban, Colleen Carpenter-Swanson
Biology Faculty Publications
Children with epilepsy frequently experience a range of significant comorbidities beyond seizures, such as motor dysfunction, cognitive impairment, and neurodevelopmental delays. In some cases, these comorbidities contribute more significantly to overall disease burden than the seizures themselves. To improve quality-of-life (QOL) for these children, treatment options should be selected that control seizures and ameliorate comorbidities. Unfortunately, such therapeutics remain largely elusive. Addressing this issue requires suitable preclinical models. Here we used CRISPR-generated zebrafish with single-gene mutations linked to pediatric epilepsy and applied clinically-relevant behavioral assays to study the effects of these mutations. Using high-throughput locomotion-based assays, we uncovered errors in …
Examining The Influences Of Citizen Factors On The Co-Creation Behaviors Of Online Public Services In A Smart City, Ratih Dyah Kusumastuti, Nurmala Nurmala, Juliana Rouli
Examining The Influences Of Citizen Factors On The Co-Creation Behaviors Of Online Public Services In A Smart City, Ratih Dyah Kusumastuti, Nurmala Nurmala, Juliana Rouli
Journal of Environmental Science and Sustainable Development
As smart cities increasingly rely on digital platforms to deliver public services, citizen participation becomes essential for ensuring effective and sustainable service delivery. However, limited research has examined which citizen-related factors drive co-creation behaviors in smart city contexts, particularly in emerging economies. This study aims to investigate the factors that influence the co-creation behaviors of online public services in five smart cities in Indonesia through the city’s digital platform and online social network (OSN). This study analyzes whether citizen factors, namely, perceived benefits over the city and OSN friends, trust in the city and OSN friends, and self-efficacy, affect co-creation …
From Confidence To Competence: Embedding Critical Genai Literacy In Physician Associate Education, Chanceeth Chandrakanthan, Amy H. Donaldson-Perrott Mrs, Jane Secker, Julie Voce, Tamara S. Ritsema
From Confidence To Competence: Embedding Critical Genai Literacy In Physician Associate Education, Chanceeth Chandrakanthan, Amy H. Donaldson-Perrott Mrs, Jane Secker, Julie Voce, Tamara S. Ritsema
Journal Of Indian Physician Associates
Background: Generative artificial intelligence is now embedded in how many healthcare students learn. Tools provide rapid explanations, summaries and practice questions, but use does not equal AI literacy, particularly where accuracy, medicines safety and guideline alignment matter.
Objective: To describe current use of generative AI by Physician Associate students and outline a practical approach to teaching critical AI literacy.
Methods: Educational evaluation using three activities: (1) baseline survey of students about use and attitudes, (2) an embedded compare and critique session in applied pharmacology where small groups assessed AI answers against trusted UK sources, including BNF and NICE guidance, followed …
Navigating The Genetic Frontier: Clinical And Ethical Implications Of Free Genetic Testing In India, Preetha Vijayalakshmi
Navigating The Genetic Frontier: Clinical And Ethical Implications Of Free Genetic Testing In India, Preetha Vijayalakshmi
Journal Of Indian Physician Associates
The expansion of free genetic testing services in India, resulting from government policies like the Ayushman Bharat Digital Mission, corporate-sponsored initiatives, and international collaborations, makes it easier to access genomic services for early identification of inherited disorders such as thalassemia, sickle cell anemia, and certain genetic kidney diseases, particularly in tribal populations. However, this review reveals significant clinical and ethical challenges. Clinically, Western-based genotyping platforms, not tailored to India’s genetic diversity, risk inaccurate results, including false positives and negatives, complicating clinical decision-making. A shortage of genetic counsellors and inadequate post-test care leaves patients, especially in rural areas, struggling within fragmented …
A Jobs-To-Be-Done Framework For Mapping Digital Innovation Opportunities In Climate-Smart Agrifood Systems, Lourival Carmo Monaco Neto, Allan Gray
A Jobs-To-Be-Done Framework For Mapping Digital Innovation Opportunities In Climate-Smart Agrifood Systems, Lourival Carmo Monaco Neto, Allan Gray
Department of Agricultural Economics Faculty Publications
The agrifood sector faces well-documented barriers to climate-smart agriculture (CSA) adoption, reflecting systematic difficulty identifying where digital tools address specific stakeholder needs rather than a technology shortage. This paper presents a prescriptive framework for mapping digital innovation opportunities in complex, multi-stakeholder agrifood systems. Grounded in Jobs-to-be-Done (JTBD) theory and structured as a two-dimensional matrix of meta-jobs and value chain segments, the framework was developed through a design science research (DSR) paradigm evaluated on utility, coherence, and actionability. Construction involved a purposive synthesis of three literature streams and iterative refinement through 136 stakeholder engagements within a six-month university-affiliated startup studio cycle. …