Multiple Correspondence Analysis Research Articles

Educational patterns of health behaviors and body mass index: A longitudinal multiple correspondence analysis of a middle-aged general population, 2007-2016.

Social differences in body mass index and health behaviors are a major public health challenge. The uneven distribution of unhealthy body mass index and of unhealthy behaviors such as smoking, physical inactivity, and harmful alcohol consumption has been shown to mediate social inequalities in chronic diseases. While differential exposures to these health variables have been investigated, the extent to which they vary over the lifetime in the same population and their relationship with level of education is not well understood. This study examines patterns of body mass index and multiple health behaviors (smoking, physical activity and alcohol consumption), and investigates their association with education level among adults living in Northern Norway. It presents findings from a longitudinal multiple correspondence analysis of the Tromsø Study. Longitudinal data from 8,906 adults aged 32-87 in 2007-2008, with repeated measurements in 2015-2016 were retrieved from the survey's sixth and seventh waves. The findings suggest that most in the study population remained in the same categories of body mass index and the three health behaviors at the follow-up, with a clear educational gradient in healthy patterns. That is, both healthy changes and maintained healthy categories were associated with the highest education levels. Estimating differential exposures to mediators of health inequalities could benefit policy priority setting for tackling inequalities in health.

The developmental process of suicidal ideation among adolescents: social and psychological impact from a nation-wide survey.

Suicidal ideation is a multifactorial phenomenon that is increasingly prevalent among adolescents, especially following the impact of Covid 19 pandemic on their mental health. Its analysis necessitates an interdisciplinary approach that simultaneously considers sociological and psychological perspectives, especially looking at the role of interpersonal relationships and structural inequalities. The present study, based on a face-to-face survey conducted with a representative sample of 4288 adolescents, aims to identify the factors that most differentiate individuals with and without suicidal ideation, proposing a descriptive model of development process of this phenomenon with reference to the Italian context. We analysed variables related to socio-demographic status, relational status, social interactions, and psychological well-being using multiple correspondence analysis and logistic regression models. The results provide evidence for the existence of a direct association between negative psychological status and suicidal ideation but clarify that the psychological aspects are associated with sociodemographic characteristics and have their origins in the social sphere.

Development of Bleeding Artificial Intelligence Detector (BLAIR) System for Robotic Radical Prostatectomy

Background: Addressing intraoperative bleeding remains a significant challenge in the field of robotic surgery. This research endeavors to pioneer a groundbreaking solution utilizing convolutional neural networks (CNNs). The objective is to establish a system capable of forecasting instances of intraoperative bleeding during robot-assisted radical prostatectomy (RARP) and promptly notify the surgeon about bleeding risks. Methods: To achieve this, a multi-task learning (MTL) CNN was introduced, leveraging a modified version of the U-Net architecture. The aim was to categorize video input as either “absence of blood accumulation” (0) or “presence of blood accumulation” (1). To facilitate seamless interaction with the neural networks, the Bleeding Artificial Intelligence-based Detector (BLAIR) software was created using the Python Keras API and built upon the PyQT framework. A subsequent clinical assessment of BLAIR’s efficacy was performed, comparing its bleeding identification performance against that of a urologist. Various perioperative variables were also gathered. For optimal MTL-CNN training parameterization, a multi-task loss function was adopted to enhance the accuracy of event detection by taking advantage of surgical tools’ semantic segmentation. Additionally, the Multiple Correspondence Analysis (MCA) approach was employed to assess software performance. Results: The MTL-CNN demonstrated a remarkable event recognition accuracy of 90.63%. When evaluating BLAIR’s predictive ability and its capacity to pre-warn surgeons of potential bleeding incidents, the density plot highlighted a striking similarity between BLAIR and human assessments. In fact, BLAIR exhibited a faster response. Notably, the MCA analysis revealed no discernible distinction between the software and human performance in accurately identifying instances of bleeding. Conclusion: The BLAIR software proved its competence by achieving over 90% accuracy in predicting bleeding events during RARP. This accomplishment underscores the potential of AI to assist surgeons during interventions. This study exemplifies the positive impact AI applications can have on surgical procedures.

Pre-Transplant Somatic Co-Occurring Mutations (by next generation sequencing) in Acute Myeloid Leukemia: Frequency and Impact on Clinical Outcomes after Allogeneic Hematopoietic Cell Transplantation - a Large Study on Behalf of the EBMT Acute Leukemia Working Party

Background: Acute myeloid leukemia (AML) is a very heterogeneous hematological malignancy, which includes numerous genetically defined subsets. The genomic classification of AML with the identification of mutations in transcription factors, epigenetic modifiers, spliceosome, cohesin complex, and signaling pathways has led to a more accurate risk stratification model. The main genetic aberrations included in the European LeukemiaNet (ELN) 2022 classification are NPM1 (risk group according to karyotype and FLT3-ITD status), FLT3-ITD (intermediate risk), bZIP in-frame mutated CEBPA (favorable risk), and RUNX1, ASXL1, BCOR, EZH2, RUNX1, SF3B1, SRSF2, STAG2, U2AF1, ZRSR2 and TP53 mutations (all belonging to the adverse risk group). In the context of allogeneic hematopoietic stem cell transplantation (allo-HSCT), the frequency and prognostic value of different gene-gene interactions has not been studied and may differ from that of patients treated with chemotherapy alone. We aimed at evaluating, through the European Society for Blood and Marrow Transplantation (EBMT) database, the frequency and impact of different recurrent somatic mutations, either alone or in association, on prediction of relapse and survival in patients receiving allo-HSCT. Methods: This is a retrospective, registry-based, multicenter analysis from the EBMT with the approval of the EBMT Acute Leukemia Working Party. Adult patients aged more than 18 years with a diagnosis ofAML who received an allo-HSCT between 2013-2022, with an available genetic profile determined at diagnosis by next generation sequencing (NGS) were included. Results: We identified 836 allografted AML patients who had NGS performed at diagnosis. Most of these patients had de novo AML (88%), with a median age of 53 years (range: 18-78 years). Karyotype was favorable in 7%, intermediate in 69% and adverse in 24% of patients. At transplant, 74% of patients were in first remission (CR1) and 13% in CR2. The most frequent detectable mutations by frequency were DNMT3A (33%), FLT3 (29%), NPM1 (29%), TET2 (28%), NRAS (23%), RUNX1 (22%), WT1 (22%), BCOR (19%), ASXL1 (17%), IDH2 (17%), IDH1 (15%), SRSF2 (13%), STAG2 (12%), CEBPA (11%), TP53 (10%), KRAS (10%), and PTPN11 (10%) . By multiple correspondence analysis, two independent groups of co-occurring mutations were identified, the first group included DNMT3A, NPM1 and FLT3, the second group included ASXL1, SRSF2 and RUNX1. Outcome analysis was performed on the subset of 298 patients allografted in CR1 with available data for the aforementioned six genes ( DNMT3A, NPM1, FLT3, ASXL1, SRSF2 and RUNX1). Most of these patients had de novo AML (90%), with a median age of 53 years (range: 19-75 years). Patients received primarily reduced intensity conditioning (58%) and peripheral blood stem cells (93%) from matched sibling donors (35%), matched unrelated (28%), and haploidentical donors (21%). Seventy percent of these patients had intermediate-risk cytogenetics, while 27% were classified as adverse-risk. Median follow up calculated by the reverse Kaplan-Meier method was 2.5 years. Overall, the 2-year relapse incidence (RI), leukemia-free survival (LFS) and overall survival (OS) were 24%, 62% and 69%, respectively. When outcome analysis was performed according to the presence or absence of single mutations, none of the six mutations significantly affected RI or LFS. The 2-year OS was positively affected by the presence of NPM1 mutation (78% vs 66%; p=0.02) and FLT3 (79% vs 65%, p=0.01) but not significantly affected by the other 4 mutations. When mutations were investigated in groups, the 2-year RI, LFS and OS were 24%, 70% and 78%, respectively, for patients with NPM1 mutation regardless of other co-mutations, 35%, 56% and 69% for patients with FLT3-ITDand/or DNMT3A mutation, wild type NPM1, regardless of other co-mutations, 17%, 70% and 74% for patients with RUNX1 and/or ASXL1 and/or SRSF2 mutation without FLT3-ITD and with wild type NPM1 and wild type DNMT3A and 20%, 56% and 61% for patients with all six genes unmutated. Conclusion: NGS at diagnosis can be extremely useful in risk stratification of AML patients undergoing allo-HSCT, potentially allowing adequate post-transplant interventions. Notably, the 2-year LFS of 70% for patients harboring RUNX1 and/or ASXL1 and/or SRSF2 mutation indicates that allo-HSCT can overcome the adverse risk associated with these somatic mutations at diagnosis.

Characterization and typology of guinea pig breeding in the Department of Menoua-Western Region, Cameroon.

A survey was carried out on 356 breeders in the Department of the Menoua Region of West Cameroon to characterize guinea pig breeding systems, using descriptive analysis, factorial analysis of multiple correspondences (AFCM), and upward hierarchical classification (CAH). Three types of guinea pig breeders have been identified, discriminated according to the size of the herd and the professional character of the breeding. Most of the housing systems were of the traditional type, free-ranging on the ground. Feed generally was based on fodders and food residues, and hygiene conditions were considered as good. The main difficulties faced by the farmers were mortalities resulting from diseases and predation. Guinea pig breeding was considered a source of income for households. Sales were year-round, at age-related prices. Development of guinea pig breeding in Cameroon would require better-addressing breeding techniques and the creation of economic interest groups to strengthen food security allowed by this activity.

The formation of a field: sustainability science and its leading journals

This study investigates the scholarly field of sustainability science between 2001 and 2021 from the perspective of 18 frequently cited journals. For this purpose, the article employs the concept of the “scientific field” developed by the sociologist Pierre Bourdieu and the associated methodology of Geometric Data Analysis (GDA). Thus, two GDA approaches, the Principal Component Analysis (PCA) and the Multiple Correspondence Analysis (MCA), as well as analyses of co-citation and co-authorship relations, were used to identify the positions of these journals in the field. One key finding is the historical shift from an earlier dominance of chemistry-related journals to publications more broadly concerned with sustainability research. The MCA analyses show that the selection of research topics is in line with a “weak” rather than “strong” interpretation of the concept “sustainability.” Networks based on co-authorship relations reveal an overall increment in this type of collaboration, both at the level of organizations and countries. Since 2008, Chinese universities have notably increased their presence in the output of the journals examined in the study. Three strategies in shaping the field through its journals are discernable: publications strongly characterized by a systems theory perspective, notably Sustainability Science; generalist journals committed to sustainability research in a broader meaning; and publications that address sustainability issues mainly within a specific discipline.

Adapting cattle farming to climate change in the dry and sub-humid tropical zones in Benin: how adaptation strategies affect productivity

Cattle farmers are developing adaptation strategies to deal with the effects of climate change. Understanding how adaptation affects livestock productivity is, therefore, essential in order to identify and prioritize the optimal strategies. Yet, few studies have addressed this issue. This study aims to fill the gap, by assessing how the adaptation strategies developed by cattle farmers in Benin affect livestock productivity. We conducted surveys with 360 cattle farmers and monitored 30 farms in Benin’s dry and sub humid tropical zones. We collected data on the socio demographic characteristics of cattle farmers, their adaptation strategies and herd productivity. We carried out a multiple correspondence analysis, followed by an ascending hierarchical classification to establish the typology of the cattle farmers’ adaptation strategies. We tested data on livestock productivity using an analysis of variance with the generalized linear model procedure of R.3.5.1. software. The results revealed three groups of adaptation strategies: integrating livestock with crop production; use of supplemental feeding and fodder crops; pastoral mobility. The choice of strategy significantly affected livestock productivity. Animal mortality rates were lower on farms that adopted supplemental feeding (2.7%), and integrated crop/livestock systems (3.3%), compared to farms with pastoral mobility (5.2%). Supplementary feeding improved calf weights at birth and at 6 months and increased daily milk offtake. Based on the results obtained, we recommend that farmers adopt supplemental feeding and integrated crop/livestock strategies in the study zones to improve herd productivity.

Association between public health policies on alcohol and worldwide cancer, liver disease and cardiovascular disease outcomes

The long-term impact of alcohol-related public health policies (PHPs) on disease burden is unclear. We aimed to assess the association between alcohol-related PHPs and alcohol-related health consequences. We conducted an ecological multi-national study including 169 countries. We collected data on alcohol-related PHPs from the WHO Global Information System of Alcohol and Health 2010. Data on alcohol-related health consequences between 2010-2019 were obtained from the Global Burden of Disease database. We classified PHPs into five items, including criteria for low, moderate, and strong PHP establishment. We estimated an alcohol preparedness index (API) using multiple correspondence analysis (0 lowest and 100 highest establishment). We estimated an incidence rate ratio (IRR) for outcomes according to API using adjusted multilevel generalized linear models with a Poisson family distribution. The median API in the 169 countries was 54 [IQR 34.9-76.8]. The API was inversely associated with alcohol use disorder (AUD) prevalence (IRR 0.13; 95% CI 0.03-0.60; p= 0.010), alcohol-associated liver disease (ALD) mortality (IRR 0.14; 95% CI 0.03-0.79; p= 0.025), mortality due to neoplasms (IRR 0.09; 95% CI 0.02-0.40; p= 0.002), alcohol-attributable hepatocellular carcinoma (HCC) (IRR 0.13; 95% CI 0.02-0.65; p= 0.014), and cardiovascular diseases (IRR 0.09; 95% CI 0.02-0.41; p= 0.002). The highest associations were observed in the Americas, Africa, and Europe. These associations became stronger over time, and AUD prevalence was significantly lower after 2 years, while ALD mortality and alcohol-attributable HCC incidence decreased after 4 and 8 years from baseline API assessment, respectively (p <0.05). The API is a valuable instrument to quantify the robustness of alcohol-related PHP establishment. Lower AUD prevalence and lower mortality related to ALD, neoplasms, alcohol-attributable HCC, and cardiovascular diseases were observed in countries with a higher API. Our results encourage the development and strengthening of alcohol-related policies worldwide. We first developed an alcohol preparedness index, an instrument to assess the existence of alcohol-related public policies for each country. We then evaluated the long-term association of the country's alcohol preparedness index in 2010 with the burden of chronic liver disease, hepatocellular carcinoma, other neoplasms, and cardiovascular disease. The strengthening of alcohol-related public health policies could impact long-term mortality rates from cardiovascular disease, neoplasms, and liver disease. These conditions are the main contributors to the global burden of disease related to alcohol use. Over time, this association has not only persisted but also grown stronger. Our results expand the preliminary evidence regarding the importance of public health policies in controlling alcohol-related health consequences.

Interpersonal Violence and Maxillofacial Injuries: Toward an Active Surveillance Proposal Through the Presentation Profile in Hospital Emergency Services.

To establish a set of variables that define a predictive profile of events of maxillofacial trauma resulting from interpersonal violence, we analyzed sociodemographic variables and clinical characteristics of injuries recorded in three tertiary care hospital centers in Chile. To assess the relation between categories, we applied a multiple correspondence analysis. We identified 567 cases. Two dimensions explained 53.4% of the model. The first dimension was composed of variables related to the severity of the injury: medical-legal prognosis (.574), type of trauma (.511), and the destination of the patient (.332); the second dimension was composed of variables related to the typology of interpersonal violence: type of violence (.398) and sex of the patient (.370). Two profiles were recognized: women, victims of domestic violence, with lesions affecting mainly soft tissues and not requiring hospitalization and men, victims of community violence, with lesions involving fractures associated with greater severity and requiring hospitalization. There are two key dimensions in the diagnosis of maxillofacial trauma resulting from interpersonal violence: severity of the injury and typology of the interpersonal violence. Exploring these predictive profiles can be a useful complement to the current screening tools of violence in clinical practice.

Describing the experience of livestock producers from Ohio, USA with ticks and associated diseases

BackgroundAs tick ranges expand across North America, the risk of tick bites and tick-borne diseases (TBDs, i.e. diseases or syndromes associated with ticks) rises for humans and animals, making prevention critical. Several U.S. studies have examined knowledge, attitudes, and practices regarding ticks and TBDs for various cohorts of people. However, among occupational groups with high exposure risk from ticks and TBDs are livestock producers, of which we know little about. To help address this gap, an electronic questionnaire was distributed to livestock producers in Ohio, U.S, a state with a robust agricultural sector.MethodsWe generated descriptive statistics and conducted a multiple correspondence analysis followed by hierarchical clustering on principal components to identify producers with similar response profiles.ResultsResponses from 57 producers showed that most (52.6%) think the American dog tick (Dermacentor variabilis) is found in Ohio but are unsure about other species. Although several TBDs are present in Ohio, most (> 50%) producers were unsure or unaware of their presence. Interestingly, most (54.4%) thought ticks pose major health risks for their livestock but fewer (49.1%) thought the same for humans. Regardless, most producers did employ at least one prevention method for themselves (96.5%) and their animals (82.5%). Cluster analysis (n = 48) identified three groups: the largest (n = 21) was considered “aware and cautious” consisting primarily of farm owners. The others generally practiced less prevention and consisted primarily of farm employees.ConclusionsOur findings indicate that producers in Ohio practice prevention for themselves and their livestock, but demonstrate gaps in knowledge (e.g., TBD occurrence) and attitudes (e.g., health risks) that could be addressed via educational formats we found producers preferred (e.g., extension materials), to encourage informed prevention. This is especially important for farm employees that may practice less prevention because of lower awareness. Our study can guide others in regions faced with similar tick and TBD risks to protect occupational and livestock health.

Impact of vaccination and variants of concern on long COVID clinical phenotypes

BackgroundDefining patterns of symptoms in long COVID is necessary to advance therapies for this heterogeneous condition. Here we aimed to describe clusters of symptoms in individuals with long COVID and explore the impact of the emergence of variants of concern (VOCs) and vaccination on these clusters.MethodsIn a prospective, multi centre cohort study, individuals with symptoms persisting > 4 weeks from acute COVID-19 were divided into two groups based on timing of acute infection; pre-Alpha VOC, denoted wild type (WT) group and post-Alpha VOC (incorporating alpha and delta dominant periods) denoted VOC group. We used multiple correspondence analysis (MCA) and hierarchical clustering in the WT and VOC groups to identify symptom clusters. We then used logistic regression to explore factors associated with individual symptoms.ResultsA total of 417 individuals were included in the analysis, 268 in WT and 149 in VOC groups respectively. In both groups MCA identified three similar clusters; a musculoskeletal (MSK) cluster characterised by joint pain and myalgia, a cardiorespiratory cluster and a less symptomatic cluster. Differences in characteristic symptoms were only seen in the cardiorespiratory cluster where a decrease in the frequency of palpitations (10% vs 34% p = 0.008) and an increase in cough (63% vs 17% p < 0.001) in the VOC compared to WT groups was observed. Analysis of the frequency of individual symptoms showed significantly lower frequency of both chest pain (25% vs 39% p = 0.004) and palpitations (12% vs 32% p < 0.001) in the VOC group compared to the WT group. In adjusted analysis being in the VOC group was significantly associated with a lower odds of both chest pain and palpitations, but vaccination was not associated with these symptoms.ConclusionThis study suggests changes in long COVID phenotype in individuals infected later in the pandemic, with less palpitations and chest pain reported. Adjusted analyses suggest that these effects are mediated through introduction of variants rather than an effect from vaccination.

Consumers’ perceptions of food fraud in selected Southeast Asian countries: a cross sectional study

Southeast Asia is projected to be the fourth largest economy in 2050, where agriculture and food are key sectors contributing to the regional’s GDP. However, ensuring food safety and traceability remains a challenge in the region and this offers ripe opportunity for fraudsters to take advantage of the system. This study aims to provide an overview of consumers’ concern about food fraud in selected countries in Southeast Asia. A cross-sectional online survey was implemented in Indonesia, Malaysia, the Philippines, Thailand, and Vietnam, yielding 1393 valid responses. Multiple Correspondence Analysis (MCA) was conducted first to reduce the large dataset containing nominal variables. After that, ordered logistic regression was performed to predict food fraud concern, with independent variables being dimensions derived from MCA, total knowledge and experience, and demographic characteristics. We found that respondents from Vietnam and Malaysia were significantly more worried about food fraud compared to other countries. Concerns about food fraud were influenced by increased demand for food fraud control, perceived risks of different types of food fraud, information sources from media and personal networks, information sources from credible organisations, and self-experience of food fraud. Practical and policy recommendations for the region were suggested. This is the first empirical study on consumers’ concern about food fraud in Southeast Asia. The study embodies the UK Global Food Security and UN Sustainable Development Goal No. 2 ethos of providing the growing global population with access to safe food.

Influence on construction waste of the lean–building information modelling interaction

This study aims to determine which types of waste that occur during the construction phase are influenced and reduced by lean principles and building information modelling (BIM) functions. A survey study was conducted and analysed with multiple correspondence analysis. It was seen that waiting, overprocessing and overproduction wastes are reduced by lean principles. It was determined that the visualisation features of lean principles and BIM functions reduce inventory and defect production wastes. It was figured out that BIM functions reduce unnecessary transportation waste by using technologies. It is hoped that the findings of this study will help construction managers quickly determine which lean principles and/or BIM functions to be used at the construction site to reduce waste more effectively.

Abstract 14074: Prodromal Symptom Cluster is Associated With Length of Hospital Stay After Cardiac Arrest Resuscitation

Introduction: Little is known about the impact of cardiac arrest prodromal symptom clusters on survival after resuscitation. Hypothesis: Clusters of prodromal cardiac arrest symptoms are associated with the length of hospital stay until death or hospital discharge after resuscitation. Methods: This retrospective study included records of in-hospital and out-of-hospital cardiac arrest victims referred to a University Hospital in Brazil between 2010 and 2020. Data concerning the prodromal symptoms and length of hospital stay until death or hospital discharge were collected. Symptom clusters were examined by multiple correspondence analyses. Survival analysis and comparisons between those with and without symptoms were done by the Kaplan-Meier method and the Log-Rank test. Results: There were 120 eligible records (58.7 years old, 54.2% female, 86.7% White). Prodromal symptoms began during the 24 hours preceding the event in 67.2% of the victims; 64.1% had a return of spontaneous circulation. There were three symptom clusters. Symptoms of cluster 1 (dyspnea, cough, and edema), cluster 2 (mental confusion, restlessness, palpitations, reports of skin color changes, sweating, malaise, and stroke symptoms), and cluster 3 (fever, level of consciousness alterations, syncope, chest pain, abdominal pain, headache, and nausea), were found in 50.0%, 18.3%, and 54.1% of the records, respectively. Only individuals with symptoms of cluster 2 (Figure 1) had significantly lower lengths of hospital stay due to death than those without such symptoms (p = .04). Conclusions: Prodromal cardiac arrest symptoms occur in clusters that may indicate a worse prognosis after resuscitation.

Lessons learned from characteristics of extraordinarily severe traffic crashes in China, 2004–2019

China has experienced remarkable achievements in terms of reducing the number of extraordinarily severe traffic crashes (ESTCs) that cause more than 10 deaths each crash. However, ESTCs still occur occasionally and result in extremely adverse social impacts. This study aims at investigating the common characteristics, characteristic patterns, and changes of characteristics of ESTCs in China with the expectation to learn from the past and act for the future. A total of 373 ESTCs occurred in 2004–2019 were collected, and characteristics of driver factors, road factors, vehicle factors, environment factors, and other factors were analyzed through the multiple correspondence analysis (MCA). The results show that run off road crashes, not qualified drivers, improper driving, large bus, overload, class II highway, and straight road sections are the most common categories of characteristics. In addition, four underlying characteristic patterns are identified through the MCA. Significant changes in characteristics and characteristic patterns are also found, and these changes are the results of various law enforcement, safety policies, educational interventions, and engineering interventions. It is also inferred that the specific law enforcement targeting to certain category of characteristics is more effective than the corresponding safety campaigns or policies in terms of ESTC prevention.

Empowered mothers and co-resident grandmothers: Two fundamental roles of women impacting child health outcomes in Punjab, Pakistan.

We show that i) empowered mothers and ii) coresident grandmothers each benefit children's nutritional health measured by height-for-age z-scores (HAZ) and weight-for-age z-scores (WAZ) for age groups 5 years and less. First, using cross-sectional data from the Pakistan Demographic and Health Survey (PDHS) for the year 2017-18, we estimate the impact of empowered mothers on child health outcomes using an instrumental variable approach to correct for endogeneity. Empowerment is measured by two indices: as a sum of the questions that gauge both attitudinal and behavioral dimensions of female agency and also and using multiple correspondence analysis (MCA) for these same questions. Second, we use a fuzzy regression discontinuity design (FRDD) to measure the causal impact of coresident grandmothers on the health outcomes of the children using multiple rounds of the Multiple Indicator Cluster Survey (MICS) from the years 2008, 2011, 2014 and 2018. The difference between the actual ages of the grandmother from the Potential Retirement Eligibility Criteria (PREC) has been used to correct for potential endogeneity. The results show that on average, the weight for age z-scores (WFA) for children under five increases by 0.28 SD with a one-index point increase in mother's empowerment. Similarly, on average, WFA increases by 0.098 SD when grandmothers are present in a household. Finally, we explore heterogeneity in the average effects stated above based upon the gender of the child as well as the wealth and geographic location of the household. The benefits of mothers' empowerment are largely driven by improvements in girls' nutrition as well as children living in rural areas while the presence of grandmothers primarily improves the nutrition of boys, children in rural areas, and children belonging to poor families.

Agro-Morphological Variability of Wild Vigna Species Collected in Senegal

The domesticated Vigna species still need some of the beneficial characters that exist in the wild Vigna species, despite the improvements obtained so far. This study was carried out to enhance our understanding of the Senegalese wild Vigna diversity by exploring the agro-morphological characteristics of some accessions using 22 traits. The phenotyping was carried out in a shaded house for two consecutive rainy seasons (2021 and 2022) using the alpha-lattice experimental design with 55 accessions. Multiple correspondence analysis was carried out based on the qualitative traits, which showed considerable variability for the wild species (Vigna unguiculata var. spontanea, Vigna racemosa, Vigna radiata and the unidentified accession). The quantitative traits were subjected to statistical analysis using descriptive statistics and ANOVA. Our results revealed that ninety-five percent (95%) pod maturity ranged from 74.2 to 125.8 days in accession 3 of V. unguiculata and in accession 92 (V. racemosa), respectively. In addition, accession 14 of V. radiata recorded the highest weight for 100 seeds with a value of 4.8 g, while accession 18 of V. unguiculata had the lowest (1.48 g). The ANOVA showed significant differences for the accessions during each season (p ≤ 0.05). Seasonal effects (accession × season) were observed for some quantitative traits, such as the terminal leaflet length and width, time to 50% flowering and 95% pod maturity, pod length and 100-seed weight. Principal component analysis showed that reproductive traits, such as the time to 50% flowering, number of locules per pod, pod length, pod width and 100-seed weight, were the major traits that accounted for the variations among the wild Vigna accessions. The genetic relationship based on qualitative and quantitative traits showed three clusters among the wild Vigna accessions. Indeed, the diversity observed in this study could be used to select parents for breeding to improve the cultivated species of Vigna.

Evaluation of Factors Contributing to the Effectiveness of Internal Audit Quality in Pakistani Commercial Banks

The Pakistani banking sectors facing numerous challenges because of poor internal audit quality. Internal audit quality has long been a source of contention. The current study examines the factors that affect internal audit quality in Pakistani commercial banks. Internal audit quality evaluated through potential factors such as competence, objectivity, performance, board audit committee support, and independence. Along with these factors, a questionnaire designed to determine the nature of the problems confronting Pakistani commercial banks. 102 questionnaires disseminated among the chief internal auditor, chief financial officer, board audit committee, and managers of 26 listed commercial banks. The impact of the factors on internal audit quality investigated using a binary logit regression model and multiple correspondence analyses. Findings show that performance, competence, and objectivity factors are statistically positively significant that influenced internal audit quality to improve it. This research helps improve the internal audit quality in Pakistani commercial banks.

Morphological descriptors of indigenous chickens: as a selection guide

ABSTRACT The visual morphologies in animals are associated positively or negatively with production, adaptation, and behavioral characteristics. For rural farmers with limited records, these features are considered reliable phenotypic markers. Thus, this study was intended to explore the unique morphological features of indigenous chickens as a farmer's selection guide. A total of 1,060 adult chickens from four rural districts were investigated for nine morphological traits. The single-comb type, supposed to be of good fertility, was the most prevalent. Yellow and white shanks were predominant, followed by gray, greenish-yellow, green, and black pigmentations. Crested and silky chickens were more frequent in highland areas, whereas naked-neck chickens were observed in lowlands. Chickens of the lowlands have brighter, more uniform plumage colors and yellow shank, beak, and earlobe colors. On the other hand, the highland and mid-altitude chickens are characterized by dark, colorful combinations of various feather colors: laced plumage, white shank, rose, and deformed rose combs. Moreover, multiple correspondence analyses revealed that morphological features have special associations with districts. Thus, the observed morphological heterogeneity of the indigenous chickens can be used as a good indicator of selective breeding. Therefore, the associations of these characteristics with productivity qualities could be confirmed by quantitative and molecular tools.

ASSOCIATIONS BETWEEN COVID-19 EFFECTS AND COMPANIES’ STRATEGIC RESPONSES

This article aims to identify associations between the effects of the exogenous shock caused by the Covid-19 pandemic on companies and the strategic responses adopted. Quantitative research was carried out, having been used as data collection technique, a survey with the supplier companies of the Federal University of Goias - Brazil in 2020. The interpretation of strategic responses to the shock caused by the pandemic in the light of the behavioral theory of firm allowed to conclude that the concept of organizational slack is useful for understanding the associations found between the effects of the pandemic on companies and the strategic answers. By performing a multiple correspondence analysis, it was possible to verify the formation of three distinct groups involving categories of pandemic effects and strategic responses of companies. The association between the negative effects of the pandemic and strategic response of retrenchment can be interpreted as the search for a solution to a deterioration of the organizational slack. The association between the positive effects of the pandemic and the strategic response to innovation illustrates the role played by the organizational slack, allowing flexibility in the face of uncertainty.