Successful Program Research Articles

Environmental factors and management practices associated with beef cattle carcass quality in the mid-west of Brazil.

The "Precoce MS" program, established by the Brazilian government in Mato Grosso do Sul in 2017, aims to encourage beef producers to harvest animals at younger ages to enhance carcass quality. About 40% of the beef produced in the state now comes from this program, which offers tax refunds ranging from 49% to 67% based on carcass classification and production system. Despite the program success, with participants delivering younger animals (with a maximum of 4 incisors), there remains significant variability in carcass quality. This paper investigates management practices and environmental factors affecting farm performance regarding carcass quality. Data from all animals harvested between the beginning of 2017 and the end of 2018 were analyzed, totaling 1,107 million animals from 1,470 farms. Farm performance was assessed based on the percentage of animals achieving grades "AAA" and "AA." Each batch of harvested cattle from each farm was categorized into two groups: high farm performance (HFP, with more than 50% of animals classified as "AAA" or "AA") and low farm performance (LFP, with less than 50% classified as such). A predictive logistic model was developed to forecast farm performance (FP) using 14 continuous and 15 discrete pre-selected variables. The most effective model, obtained through backward stepwise variable selection, had an R 2 of 0.18, accuracy of 71.5%, and AUC of 0.715. Key predictors included animal category, production system type, carcass weight, individual identification, traceability system, presence of a feed plant, location, and the Normalized Difference Vegetation Index (NDVI) from the 12-mo average before harvest. Developing predictive models of carcass quality by integrating data from commercial farms with other sources of information (animal, production system, and environment) can improve our understanding of production systems, optimize resource allocation, and advance sustainable animal production. Additionally, they offer valuable insights for designing and implementing better sectorial, social, and environmental policies by public administrations, not only in Brazil but also in other tropical and subtropical regions worldwide.

Making Teachers and School Health Nurses Part of Pediatric Diabetes Teams.

Children with diabetes need consistent care across all environments, including school, where they spend significant time.Turkey's Diabetes at School Program, initiated in 2010, has made substantial progress in integrating diabetes care into the school system. The program's achievements include government support, annual awareness activities, communication between diabetes teams and schools, policy implementation, and training for school staff. A recent meeting of Provincial Health Service Officers highlighted ongoing efforts and future directions for the program, emphasizing the importance of continuous support for children with diabetes in educational settings. Key outcomes of this meeting include designated caregivers for children with diabetes at school, optional administration of insulin by trained staff, mandatory diabetes education for teachers, and health-conscious policies for school activities. The program's success is attributed to the collaborative efforts of teachers, healthcare professionals, and government officials. Ensuring robust support for children with diabetes in schools is vital for their well-being and academic success.

Developing a community-based model of care for venipuncture in children and young adults with an intellectual disability: a retrospective study

BackgroundRegular blood tests for monitoring metabolic side effects are often unable to be collected for people with an intellectual/developmental disability (ID/DD) and challenging behaviours (CBs) using usual pathways. We aimed...

Integrated analysis of yield response and early stage biochemical, molecular, and gene expression profiles of pre-breeding rice lines under water deficit stress

Breeding high yielding water-deficit tolerant rice is considered a primary goal for achieving the objectives of the sustainable development goals, 2030. However, evaluating the performance of the pre-breeding-promising parental-lines for water deficit tolerance prior to their incorporation in the breeding program is crucial for the success of the breeding programs. The aim of the current investigation is to assess the performance of a set of pre-breeding lines compared with their parents. To achieve this goal a set of 7 pre-breeding rice lines along with their parents (5 genotypes) were field evaluated under well-irrigated and water-stress conditions. Water stress was applied by flush irrigation every 12 days without keeping standing water after irrigation. Based on the field evaluation results, a pre-breeding line was selected to conduct physiological and expression analysis of drought related genes at the green house. Furthermore, a greenhouse trial was conducted in pots, where the genotypes were grown under well and stress irrigation conditions at seedling stage for physiological analysis and expression profiling of the genotypes. Results indicated that the pre-breeding lines which were high yielding under water shortage stress showed low drought susceptibility index. Those lines exhibited high proline, SOD, TSS content along with low levels of MDA content in their leaves. Moreover, the genotypes grain yield positively correlated with proline, SOD, TSS content in their leaves. The SSR markers RM22, RM525, RM324 and RM3805 were able to discriminate the tolerant parents from the sensitive one. Expression levels of the tested drought responsive genes revealed the upregulation of OsLEA3, OsAPX2, OsNAC1, OSDREB2A, OsDREB1C, OsZIP23, OsP5CS, OsAHL1 and OsCATA genes in response to water deficit stress as compared to their expression under normal irrigated condition. Taken together among the tested pre-breeding lines the RBL112 pre-breeding line is high yielding under water-deficit and could be used as donor for high yielding genes in the breeding for water deficit resistance. This investigation withdraws attention to evaluate the promising pre-breeding lines before their incorporation in the water deficit stress breeding program.

Entry trajectory optimization of lifting-body vehicle by successive difference-of-convex programming

The complexity of the three-dimensional entry trajectory optimization problem has escalated due to the need to liberalize the angle of attack and bank angle as control variables, thereby enhancing the inherent maneuverability and control capabilities of lifting-body vehicles. The difference-of-convex (DC) properties inherent in the constraints of the problem are exploited in this paper. A DC decomposition approach is utilized to address the nonlinear auxiliary control equations, and the DC relaxation technique is applied to resolve iteration infeasibilities arising from Taylor expansion. The dependence on the initial trajectory is diminished by the implementation of an exact penalty method, thus improving the applicability of the methods. Furthermore, a control variable oscillation suppression mechanism has been constructed to tackle the control variable oscillation issues arising from the relaxation of the angle of attack and bank angle. This mechanism effectively suppresses large jumps in the angle of attack and high-frequency oscillations in the bank angle. Two novel successive DC programming methods are proposed: the successive concave-convex procedure and the successive proximal bundle method, functioning independently of trust-region constraints. Numerical experiments have demonstrated that the two proposed successive DC optimization methods exhibit exceptional performance in accuracy, feasibility, adaptability, and low sensitivity to initial values when applied to solving the three-dimensional entry trajectory optimization problem.

Impact of Patient Demographics on Student-Led Patient Navigation Outcomes: A Study of a South Florida Medical School's Patient Navigation Program.

Medical student-run patient navigation (PN) programs enhance healthcare access in underserved communities. This study examines the relationship between patient demographics and PN outcomes in a student-led PN program. Patients with moderate or high-risk health concerns were paired with medical students at health fairs. Statistical analysis evaluates program success and demographic influences. Of 444 patients, 66.4% were female, 47.1% Hispanic White, 49.1% spoke English, and 63.7% earned <300% of the federal poverty level. More than half were uninsured and 52.5% achieved navigation goals. Insurance status and risk level significantly predicted PN outcomes, with "other insurance" and high-risk patients being 1.9 and 1.7 times more likely to complete navigation. The program achieved high completion rates, emphasizing the need for resources such as translators and financial assistance. Risk stratification successfully linked acute cases to resources. Navigation success was consistent, demonstrating the effectiveness of the program across diverse patient groups.

Nurturing Innovation, Transforming Education: A Longitudinal Study

In an era of rapid technological advancement and evolving societal needs, fostering innovation in education has become paramount. This study examines the six-year trajectory of the Guru Inovatif Program (GIP), a unique initiative designed to cultivate a culture of innovation among educators in Malaysia. Through a mixed-methods longitudinal approach, we analyzed the program's evolution from 2019 to 2024, focusing on participation trends, structural changes, and qualitative shifts in innovation quality. The results reveal a significant growth in participation, with numbers more than doubling from 34 to 71 over the study period. Statistical analysis showed a strong positive trend (R² = 0.893), indicating consistent program appeal. The GIP's structure evolved from a generalized approach to specialized categories, reflecting a nuanced understanding of diverse educational innovation needs. Qualitative analysis revealed a marked improvement in the sophistication of innovations, transitioning from basic idea generation to evidence-based, impactful projects. The implementation of a design thinking framework proved crucial in enhancing the quality and applicability of innovations. The program's success was underpinned by its adaptive structure, collaborative partnerships, and emphasis on real-world impact. This study provides valuable insights into sustaining long-term educational innovation initiatives, offering a model that balances structure with flexibility, and theory with practical application. The findings have significant implications for educational policymakers and administrators seeking to foster a culture of continuous innovation in education.

Diversity of Body Donations and Willed Donor Applications in a Newly Established Medical Faculty in Sri Lanka

Objective: Body donations to the medical faculties in Sri Lanka play a critical role in medical education and research. The success of body donation programs depends on the diversity of donors. Assessing donor diversity is crucial to meeting the educational needs of students and researchers. Thus, the aim of this study was to examine the demographic profiles and diversity of donors and willed donors registered at a newly established Faculty of Medicine (FOM), Wayamba University of Sri Lanka (WUSL) located in Kuliyapitiya, Northwestern Province (NWP).Methods: A retrospective analysis of the body donation registry and willed donor applications received to the Department of Anatomy, FOM, WUSL from the year 2019 to 2024 was conducted.Results: A total of 35 adult body donations, one foetal body donation, and 183 complete willed donor applications were received. The highest number of body donations (38.88%, n=14) and willed donor applications (n=117,63.93%) have been received in the year 2023. Based on this study, the typical donor was likely to be a 52-year-old, Sinhalese male lived in NWP. The typical willing donor was likely to be a Sinhalese, female living in the NWP.Conclusion: Although a good number of body donations and applications have been received, a lack of ethnic diversity in the donations was observed despite the population-based ethnic diversity of the country and the NWP.

Community-based health programme for nurses and midwives: A mixed methods evaluation.

To evaluate a community-based psychological health and well-being programme for nurses and midwives. Mixed methods programme evaluation. Four studies were included: observational descriptive study (cross-sectional survey) of the health, well-being and experiences of previous programme participants (Study 1); observational exploratory prospective cohort study (longitudinal survey) of health, well-being and experiences of participants who engaged in the programme from 2020 to 2023 (Study 2); qualitative descriptive study (interviews) of experiences and perceptions of nurses and midwives who have engaged with the programme as participants or clinicians (Study 3); observational descriptive study (cross-sectional survey) of experiences and perceptions of programme stakeholders (Study 4). Surveys included validated measures. Data were collected online. Descriptive, repeated measures and thematic analyses were conducted. One-hundred and fifteen participants completed Study 1: 20% (n = 23) reported stress in the severe-to-extremely severe category; 22% (n = 25) reported psychological distress in the moderate-to-severe category. Thirty-one programme participants were followed in Study 2: the effect of the programme on participant well-being over time was not significant. Sixteen programme participants and eight programme clinicians were interviewed (Study 3). Experiences of nurses and midwives engaging with the programme were highly positive and strong attributes of the programme included (1) shared professional experience of clinicians and participants which supported a common language and facilitated understanding, and (2) effective programme leadership, and autonomy and flexibility in the clinicians' role which enabled and supported a positive working experience. Thirty-nine broader stakeholders participated in a cross-sectional survey (Study 4). All stakeholders reported high satisfaction with the programme. Participants considered the programme being 'by nurses and midwives, for nurses and midwives' critical to the programme's success and value. The community-based psychological health and well-being programme developed, led and delivered by nurses and midwives, for nurses and midwives, was a highly valued resource. Levels of stress and burnout in the health workforce are high. A community-based psychological health and well-being programme for nurses and midwives was found to be an important and highly valued resource for nurses and midwives. A programme delivered by nurses and midwives, for nurses and midwives, was considered critical to programme success. Programme leadership, and autonomy and flexibility in the programme clinicians' roles, facilitated and supported a positive working experience for programme clinicians. Quality and safety in patient care is directly impacted by the well-being of nurse and midwives. A community-based psychological health and well-being programme for nurses and midwives was found to be an important and highly valued resource for nurses and midwives. Survey findings were reported according to STROBE (von Elm etal. in Lancet, 370:1453-1457, 2007) and qualitative findings according to COREQ (Tong etal. in International Journal for Quality in Health Care, 19(6):349-357, 2007). No patient or public contribution.

Evaluating Samarinda City's Sub-district Digitalization Policy for Enhanced Public Services

General Background: The rapid advancement of digital technology has significantly impacted public service delivery, with governments worldwide exploring digital transformation to enhance administrative efficiency and public engagement. Specific Background: In Samarinda City, the implementation of a digitalization trial program in sub-districts has been undertaken to address the existing dissatisfaction among the public with conventional public services. Knowledge Gap: While digitalization is presumed to improve service efficiency and accessibility, empirical evidence on its effectiveness, particularly at the sub-district level, remains sparse. Aims: This study aims to evaluate the policy of the digitalization trial program in Samarinda City's sub-districts, focusing on its capacity to improve service quality and its broader impacts on public administration. Results: The findings reveal significant enhancements in service efficiency and user satisfaction, marked by a decrease in physical visits to sub-district offices as residents increasingly access services online. Novelty: This research contributes to the understanding of digital transformation at a micro-administrative level, a less explored area in digital governance studies. Implications: The successful implementation of the digitalization program in Samarinda City suggests potential scalability to other regions, highlighting the importance of strategic planning and continuous training to realize the benefits of digital governance fully. Highlights: Efficiency Gains: Reduced physical visits signify increased service efficiency. User Satisfaction: Digital services improved accessibility and speed, enhancing satisfaction. Scalability: The program's success highlights its potential for broader application, requiring strategic planning and continuous training. Keywords: E-Government, Digitalization Program Policy, Community Services

On Promoting Literacy in Regional and Minority Languages: Some Potential Pointers from Central and Eastern Europe for Trinidad English Creole

Based on current initiatives to promote literacy in several Central and Eastern European minority languages, the present article provides a reflective overview of a range of pointers that these case studies could potentially offer for Trinidad English Creole, a creole language spoken widely in the Caribbean twin-island nation of Trinidad &amp; Tobago but which does not have official status in that jurisdiction. Though the case study may at first seem unusual, the article justifies the selection by briefly comparing and contrasting the relevant historical factors which have influenced the modern-day usage of several minority languages in Central and East Europe with the situation regarding Trinidad English Creole, drawing attention to shared factors such as the prevalence of language contact, diglossia, and sociocultural domination by external influences. After sketching the current state of the art regarding the usage and the wider (lack of) recognition of Trinidad English Creole, the study then outlines the chosen methodological approach, which is qualitative and desk-based in purview, and linking it to the author’s existing research studies which have centred on these themes and geographical areas. Subsequently, taking the Central and East European context as a point of departure, the study then outlines the different potential pointers which could lead to the promotion of greater literacy in Trinidad English Creole, noting that up until now the focus of governmental and educational efforts has coalesced around encouraging the uptake of Spanish as an additional language in Trinidad &amp; Tobago. In observing changing attitudes to creole languages in the wider English-speaking Caribbean, the first point centres around awareness- raising, advocating for the existence of a specialist university-based institution to promote the research and academic study of Trinidad English Creole, thus emulating examples taken from other minority languages in Central and Eastern Europe such as Rusyn, South Estonian, and Kashubian. The second point relates to the potential development of intensive training courses (of several months’ duration) for Trinidad English Creole which could incorporate a literacy-based component. In presenting the Central and East European context, it gives a cursory overview of the possibilities for such courses, profiling the recent addition of specialised long-term courses designed to promote the uptake and spread of Lower Sorbian, whilst acknowledging the success of such programmes for Breton. In addition, similarly to the case of other Central and East European minority languages, such schemes could also encourage the production of necessary and relevant pedagogical materials to study, learn, and teach Trinidad English Creole in an effective and sustainable manner. Linked to the previous one, the third point relates to the potential development of language certification schemes for Trinidad English Creole, noting the existence of similar schemes for Upper Sorbian and Lower Sorbian. It also draws attention to the myriad other factors which are involved in creating and developing training programmes, including the potential viability and prospects of such initiatives.

Enhancing infection preventionist certification success through a structured training program

Certification in infection control (CIC) is a standardized indicator of the knowledge and competencies essential for effective infection prevention practice. Evidence measuring success of training programs for certfication in infection control is limited. From 2017 through 2023, 51 novice infection preventionists (IPs) were enrolled in a training program that combined didactic learning, application of knowledge in practice, and mentorship from advanced-practice and near-peer IPs. Participants were tracked through completion of certification examination and pass rates were compared with rates for 2023 CIC candidates. All participants engaged in the training program attempted the CIC examination. The training group had a pass rate of 98%. This is 27% higher than the most recent rate published by Certification Board of Infection Control and Epidemiology (CBIC) of 71%. Participants were significantly more likely to pass the CIC exam on the first try, showing that a supported, competency-based training program can be successful in supporting novice IPs in certification success. Building foundational knowledge on key concepts in infection prevention and control and enhancing learning through supervised, direct application of skills improves CIC certification exam pass rates and supports progression of early career IPs to more independent practice.

Urgency of management and supervision guidance and counseling in an effort to create responsive and quality services

This study investigates the importance of management and supervision in ensuring the quality and success of school counseling programs. Effective management practices involve planning, organizing, and overseeing counseling services to ensure they align with students' needs and deliver effective, efficient, and high-quality support. Supervision provides counselors with essential guidance, monitors service delivery quality, and promotes professional development through skill improvement and problem-solving. This collaborative approach fosters communication, accountability, and continuous program improvement. Ultimately, strong management and supervision empower counselors to deliver high-quality services that benefit students, parents, and school staff

Development and Assessment of a Sustainable PhD Internship Program Supporting Diverse Biomedical Career Outcomes.

A doctoral-level internship program was developed at the University of North Carolina at Chapel Hill with the intent to create customizable experiential learning opportunities for biomedical trainees to support career exploration, preparation, and transition into their post-graduate professional roles. We report the outcomes of this program over a five-year period. During that 5-year period, 123 internships took place at over 70 partner sites, representing at least 20 academic, for-profit, and non-profit career paths in the life sciences. A major goal of the program was to enhance trainees' skill development and expertise in careers of interest. The benefits of the internship program for interns, host/employer, and supervisor/principal investigator were assessed using a mixed-methods approach, including surveys with closed- and open-ended responses as well as focus group interviews. Balancing stakeholder interests is key to creating a sustainable program with widespread support; hence, the level of support from internship hosts and faculty members were key metrics analyzed throughout. We hypothesized that once a successful internship program was implemented, faculty culture might shift to be more accepting of internships; indeed, the data quantifying faculty attitudes support this. Furthermore, host motivation and performance expectations of interns were compared with results achieved, and this data revealed both expected and surprising benefits to hosts. Data suggests a myriad of benefits for each stakeholder group, and themes are cataloged and discussed. Program outcomes, evaluation data, policies, resources, and best practices developed through the implementation of this program are shared to provide resources that facilitate the creation of similar internship programs at other institutions. Program development was initially spurred by National Institutes of Health pilot funding, thereafter, successfully transitioning from a grant-supported model, to an institutionally supported funding model to achieve long-term programmatic sustainability.

Review on the impacts of indoor vector control on domiciliary pests: good intentions challenged by harsh realities.

Arthropod vectored diseases have been a major impediment to societal advancements globally. Strategies to mitigate transmission of these diseases include preventative care (e.g. vaccination), primary treatment and most notably, the suppression of vectors in both indoor and outdoor spaces. The outcomes of indoor vector control (IVC) strategies, such as long-lasting insecticide-treated nets (LLINs) and indoor residual sprays (IRSs), are heavily influenced by individual and community-level perceptions and acceptance. These perceptions, and therefore product acceptance, are largely influenced by the successful suppression of non-target nuisance pests such as bed bugs and cockroaches. Adoption and consistent use of LLINs and IRS is responsible for immense reductions in the prevalence and incidence of malaria. However, recent observations suggest that failed control of indoor pests, leading to product distrust and abandonment, may threaten vector control programme success and further derail already slowed progress towards malaria elimination. We review the evidence of the relationship between IVC and nuisance pests and discuss the dearth of research on this relationship. We make the case that the ancillary control of indoor nuisance and public health pests needs to be considered in the development and implementation of new technologies for malaria elimination.

Intraguild species presence alters Aphidoletes aphidimyza (Diptera: Cecidomyiidae) and Aphidius gifuensis (Hymenoptera: Braconidae) foraging responses.

The predatory gall midge, Aphidoletes aphidimyza (Rondani), and tobacco aphid cocoon wasp, Aphidius gifuensis Ashmead, are important natural enemies of Myzus persicae (Sulzer) (Hemiptera: Aphididae). Predation by A. aphidimyza and A. gifuensis can regulate M. persicae; however, how interspecific interference competition affects their foraging efficiency is unknown. Here, we investigated the consumption and parasitization abilities of A. aphidimyza 3rd instar larva and A. gifuensis adults under various conditions. Consumption of parasitized aphids by A. aphidimyza 3rd instar larvae was significantly lower than that of nonparasitized controls, with a substantial increase in handling time. The presence of A. gifuensis adults did not significantly affect the predation capacity of A. aphidimyza larvae. Relative to controls, A. aphidimyza larvae predation trace (PT) and imago activity significantly decreased A. gifuensis parasitism rates at different aphid densities. Further, A. aphidimyza larvae PT increased the A. gifuensis handling time of M. persicae, whereas the presence of A. aphidimyza adults had the opposite effect. Coexistence with heterospecific natural enemies reduced the parasitic capacity of A. gifuensis, whereas A. aphidimyza larvae predation capability was influenced to a lesser extent. Our results demonstrate that intraguild interactions strongly influence the predatory and parasitic efficacy of A. aphidimyza and A. gifuensis, although the effect on A. gifuensis was more pronounced. For effective biological control of M. persicae using A. aphidimyza and A. gifuensis, we recommend releasing A. aphidimyza first to mitigate intraguild predation and enhance the overall success of the pest control program.

Pelatihan Kesenian Tradisional Pabitte Pasappu Untuk Pemertahanan Budaya Masyarakat Kajang di Desa Tanah Toa, Bulukumba, Sulawesi Selatan

Local Society make the preservation of local arts and culture. One of the local communities that is the focus of community service is the Kajang indigenous community in Bulukumba, South Sulawesi. The Kajang community carries out its activities separately between Inner and Outer Kajang. Both spaces of communities have different standards in preserving one cultural art. The Inner Kajang community focuses on sacred traditional arts, while in the Outer Kajang community, the inherent traditions are profane. This community service is directed towards the goal of preserving/sustainability of the local culture of the Kajang community, which is being threatened by the influence of globalization, the influence of digital technology that enters the community, and the orientation of the Kajang Society which likes the world of modernity. As a result, sacred and profane traditional arts not attention, especially from the local younger generation. The method of community service is through training the younger generation of the Kajang community who come from the local community. Pabitte Pasappu Art Trainers come from local traditional leaders. This dedication succeeded in training the young generation of Kajang in an effort to maintain their art Pabitte Pasappu. The successful performance as shown on the YouTube channel of Prodi Ilmu Sejarah Unair became a benchmark for the success of this community service program, although in the not too distant future. The effectivity, time efficiency and intensity during training are key to achieving training targets.

"I Felt Like I Mattered": Caring is a key ingredient of collaborative care for chronic illness.

To identify perceptions and experiences related to caring science and collaborative care in intervention participants of the Collaborative Care to Alleviate Symptoms and Adjust to Illness (CASA) study, a randomized, multi-site clinical trial for patients with chronic heart failure and reduced health status. Forty-five participants completed semi-structured, telephone interviews with a focus on intervention components, impact of the intervention on participants' lives, and recommendations for intervention change. Data were analyzed using an inductive content analysis approach focusing on the presence and frequency of text to identify patterns, categories, and themes across participants without an a priori code book. The validity of the identified categories was enhanced through triangulation. Three themes were identified: (1) intervention providers' caring/helping attitude and caring/helping communication; (2) care team availability to respond to concerns or questions; and (3) help with understanding and navigating the healthcare system. Patients highly value caring attitudes and communication, availability, and empowerment to understand and navigate healthcare systems. These attitudes and behaviors may be important mediators of the success of collaborative care programs. These are consistent with the theory of caring science, a framework that is relevant more broadly to patient-centered and team-based care models.

Critically Examining the Role of CSR Initiatives by Corporations in the Economic Independence of Women in Rural Areas

The study aims to critically examine the role of Corporate Social Responsibility (CSR) initiatives in fostering the economic independence of women in rural areas. The research assesses the impact, effectiveness, and challenges associated with these initiatives through an extensive review of existing literature and an analysis of CSR practices adopted by five Indian corporations. Exploratory methodology is employed based on secondary data collected from various reputable sources such as online journals, articles, and official websites. Focusing on the societal responsibilities of businesses, the study delves into the specific CSR measures undertaken by corporations to empower women economically in rural India. Detailed case studies of initiatives by Hindustan Unilever Limited, ITC, Godrej and Boyce, Tata Motors, and HDFC Bank provide insights into the programs implemented, their reach, and their impact. These initiatives encompass diverse strategies such as skill development, self-help groups, mentorship, employment opportunities, micro-credit facilitation, and technological literacy to enhance women’s economic empowerment. This research also identifies and discusses various challenges hindering their effective implementation besides acknowledging the positive impact of these CSR initiatives. Traditional gender norms, lack of cultural understanding, inadequate engagement, and inefficient evaluation mechanisms are among the identified barriers that impede the success of these initiatives. The findings underscore the importance of comprehensive strategies tailored to local contexts and suggest closer collaboration between corporations, NGOs, government agencies, and the community to ensure the success of CSR programs. The study concludes by emphasizing the significance of CSR in advancing women’s economic independence, breaking gender stereotypes, and fostering a sustainable future. The study put forth aims to address the identified challenges and enhance the efficacy of CSR initiatives targeting rural women, contributing to their empowerment and socio-economic development.

Feature engineering and parameter tuning: improving phenomic prediction ability in multi-environmental durum wheat breeding trials

Key Message Optimized phenomic selection in durum wheat uses near-infrared spectra, feature engineering and parameter tuning. Our study reports improvements in predictive ability and emphasizes customized preprocessing for different traits and models.The success of plant breeding programs depends on efficient selection decisions. Phenomic selection has been proposed as a tool to predict phenotype performance based on near-infrared spectra (NIRS) to support selection decisions. In this study, we test the performance of phenomic selection in multi-environmental trials from our durum wheat breeding program for three breeding scenarios and use feature engineering as well as parameter tuning to improve the phenomic prediction ability. In addition, we investigate the influence of genotype and environment on the phenomic prediction ability for agronomic and quality traits. Preprocessing, based on a grid search over the Savitzky–Golay filter parameters based on 756,000 genotype best linear unbiased estimate (BLUE) computations, improved the phenomic prediction ability by up to 1500% (0.02–0.3). Furthermore, we show that preprocessing should be optimized depending on the dataset, trait, and model used for prediction. The phenomic prediction scenarios in our durum breeding program resulted in low-to-moderate prediction abilities with the highest and most stable prediction results when predicting new genotypes in the same environment as used for model training. This is consistent with the finding that NIRS capture both the genotype and genotype-by-environment (G×E)\\documentclass[12pt]{minimal} \\usepackage{amsmath} \\usepackage{wasysym} \\usepackage{amsfonts} \\usepackage{amssymb} \\usepackage{amsbsy} \\usepackage{mathrsfs} \\usepackage{upgreek} \\setlength{\\oddsidemargin}{-69pt} \\begin{document}$$(G\ imes E)$$\\end{document} interaction variance.