Statistical Analysis Of Data Research Articles

Relationship Between The Incidence Of Hypertension And Triglyceride Levels In Bus Drivers At Arjosari Terminal, Malang City

Hypertension is a health problem that is widely encountered in the community and correlates with other diseases. There are many factors that cause hypertension, one of which is abnormal triglyceride levels or hypertriglycerides. Higher levels of triglycerides will inhibit the occurrence of lipogenesis. Lipogenesis is a factor that causes hypertension from food intake, this is because food has a significant role in increasing blood pressure, especially protein and fat. This study aims to determine the relationship between triglyceride levels and hypertension. This type of research is an analytical research with the crosssectional method, statistical data analysis using correlation regression, the number of population as many as 50 respondents and the sample used as many as 21 respondents. Data collection using questionnaires, blood pressure measurements and triglyceride level checks. Blood pressure measurement is done manually and then for the examination of triglyceride levels using the GPO-PAP method is carried out in the laboratory of the Bareng Health Center using a spectrophotometer. The statistical analysis used is the correlation Pearson test. The results of the study on bus drivers with high blood pressure showed that some respondents had high triglyceride levels because they often ate fatty foods. Based on the examination that has been carried out on 21 bus driver respondents at the Arjosari Terminal, Malang City, it shows that triglyceride levels and high blood pressure have no relationship, with the test results using the Pearson correlation statistical test obtained a result of P=0.0766 0.05 with a Pearson value of P=-0.069 correlation meaning that it does not have a relationship with the degree of very weak relationship.

Adequacy of measures to threats as one of the fundamental ­principles of safety riskology

Purpose. To justify the need to apply the “principle of adequacy of probabilities” as a measure to improve the risk management methodology, to prevent (counteract) existing and emerging risks (threats) to the security of complex systems. Methodology. The well-known methodological principle called “Ockam’s Razor” was used. In the course of the research, a complex method was used, which included formal and logical analysis of normative and scientific and technical literature, analysis of statistical data, synthesis, abstraction, experiment, observation, generalization of data, description. Findings. In the course of the research, one of the threats (danger, risk) was identified, which simultaneously affects the existence of such a system due to traffic safety of rolling stock of rail transport enterprises, and the full implementation of the system’s capabilities due to axle loads, mass and speed movement of rolling stock, level of operating costs, passenger flow, regularity of transportation, etc. Experimental application of the lubricant “Mariol NT” in SPP 12-5, GS-3 lubrication systems showed a decrease in wear intensity by 240 %. Due to the use of a new lubricating material applied to the friction surface of wheel rims as part of the paint coating, the wear intensity of flanges of twin-wheel rims is reduced by 2.2 times, and that of locomotives by 2.4 times. Originality. It was determined that the “principle of adequacy of probabilities” as a measure of improvement of the risk management methodology, prevention (counteraction) of existing and prospective risks (threats, dangers) during the safety assessment of complex systems is currently not applied, but its consideration helps to prevent (countermeasures) to existing and emerging risks (threats) to the safety of complex systems. Practical value. The use of the “principle of adequacy of probabilities” allows for the theoretical and experimental determination of the numerical value of the ratio between the probability of an event occurring, caused by the action of an identified threat that negatively affects the state (level) of safety and operability of system elements at all stages of its existence, and the probability of a positively compensatory effect of the developed countermeasure to the identified threat.

The differences effects of lunges vs. squats exercise programs on the swimming speed 50-meters butterfly style: a quasi-experimental study

Objective: This study aims to investigate the impact of lunges vs. squats exercise on the swimming speed of the 50-meter butterfly stroke among athletes aged 10-13 in KU III and IV categories. Approach: An experimental method employing a two-group pre-test and post-test design was utilized. The study population consisted of athletes affiliated with the SeaRia Aquatic swimming association. Purposive sampling was employed, selecting male swimmers aged 10-13 who were members of the Searia Aquatic swimming club and willing to participate in training during the study. Twenty athletes met the inclusion criteria. The speed test was conducted using the 50-meter butterfly stroke. Statistical data analysis was performed using t-test with SPSS 25 software, employing a significance level of 0.05. Results: The analysis revealed significant effects: (1) lunge training demonstrated a significant improvement in the swimming speed of the 50-meter butterfly stroke among athletes aged 10-13 at the SeaRia Aquatic swimming association (t-count = 6.046, t-table = 2.23, P < 0.05); (2) similarly, squat training led to a significant enhancement in the swimming speed of the 50-meter butterfly stroke among the same age group at the SeaRia Aquatic swimming association (t-count = 6.086, t-table = 2.23, P < 0.05). Collectively, both lunges and squats positively influenced swimming speed in the 50-meter butterfly stroke among athletes aged 10-13 affiliated with the Searia Aquatic swimming association. Conclusion: This study underscores the beneficial effects of incorporating lunges vs. squats into training regimens for young athletes aiming to improve their swimming performance, particularly in the butterfly stroke. This study found that squats are more effective than lunges in improving performance in the butterfly swimming stroke. These findings offer valuable insights for coaches, trainers, and athletes interested in enhancing their competitive edge in swimming, particularly in butterfly style.

Real-world evaluation of a lipid transformation project in primary care settings

Abstract Background The National Health Service England Long-Term Plan (2019) highlights the need to optimise lipid management to reduce cardiovascular disease (CVD) risk. A collaborative project was funded between a local health service and an industry partner to review current practice and improve outcomes in a UK region through introduction of lipid management pathways, primary care education and patient-focused reviews to optimise lipid-lowering therapies among high-risk patient groups. Purpose The project aimed to increase prescribing of CVD risk reduction therapies such as high-intensity statins (HIST), escalation of therapy to achieve lipid-lowering treatment targets, to improve clinician knowledge and confidence in lipid management and provide benefits for local populations in reducing CVD risk. Methods Systematic patient searches across six Primary Care Networks (PCNs) prioritised high-risk patients for review. Community of Practice sessions were held to facilitate shared learning and problem-solving. A pragmatic, real-world evaluation was conducted to explore the impact of the new pathways and tools on prescribing outcomes and optimisation of lipid-lowering therapies. To examine the changes in HIST prescriptions, a statistical analysis of open-source prescribing data was undertaken between baseline (December 2021) and follow-up (December 2022) on over 39,000 eligible patient records. Qualitative interviews with clinicians from all participating PCNs and a thematic analysis of emerging themes was conducted in 2023. Results A paired sample t-test demonstrated a significant increase in the percentage of HIST prescribed, of the total number of statins prescribed, across the six PCNs between baseline and follow-up t(5) = -3.38, p = 0.01. Table 1 illustrates the changes at individual PCN level. Four of the six PCNs reached the National Institute for Health and Care Excellence minimum threshold of 65% target for HIST prescribing in statin prescriptions and three of these PCNs exceeded the optimal target of 75% HIST. An additional 600 patients were prescribed Ezetimibe (as therapy escalation or for statin intolerance). Through qualitative data, clinicians reported development of new skills and knowledge, leading to increased confidence in optimising lipid management with medication and lifestyle interventions. Conclusion The lipid transformation project demonstrated significant improvements in prescribing of lipid-lowering therapies and improved clinician competence in lipid management pathways and guidance. This has enabled sustainable improvements in lipid management and cardiovascular disease reduction in local populations.

Effects of neighbourhood characteristics on the distribution of vacant houses in Toda city, a satellite city of Tokyo metropolis of japan

As Japan faces a growing crisis of vacant housing, this study investigates the underexplored relationship between vacant house distribution and neighbourhood characteristics in Toda City, a satellite city of the Tokyo metropolis located in Saitama Prefecture. We selected 10 community features, including living convenience, housing supply, and policy support, to explore their influence on vacancy rates. Using a comprehensive dataset primarily derived from the PLATEAU data, we employed a two-step method combining global and local Moran’s I analyses to assess the spatial distribution normality of vacant houses. We then compared traditional statistical data analysis with spatial data analysis through multiscale geographically weighted regression to evaluate their effectiveness and identify the factors most closely associated with vacancy rates. Our findings reveal that spatial data analysis provides superior insights compared to traditional statistical methods. Both approaches consistently indicate a significant positive correlation between the supermarket area ratio and vacancy rates, and a significant negative correlation between road adjacency and vacancy rates. This study demonstrates the feasibility of using spatial data to analyse neighbourhood characteristics in the context of declining vacancy rates in satellite cities. The insights gained offer theoretical support for selecting data and methodologies in future research and policymaking that are aimed at mitigating the growth of vacant houses.

Noise inequalities and cardiovascular diseases in Bulgaria

Abstract Background Social determinants of health in the physical environment are among the social determinants that greatly impact population health. At very high levels, noise can cause permanent changes in a person’s psyche but, even at lower levels, it can cause stress and disorders. Global burden of diseases studies arrange noise on the second position among the environmental risk factors, related to sleep disturbance, cardiovascular effects etc. The study aims to analyse noise pollution in Bulgaria and measure its association with cardiovascular diseases. Methods National Statistical Institute and Eurostat data were used to analyse the noise pollution in Bulgaria. The 28 regions were compared according to the proportion of surveyed points above permissible limits and the death rates due to CVD, /2022/. Data were statistically processed with SPSS v.26. To establish the correlation, the Pearson coefficient was used. Results Data provided by Eurostat reveal that 9% of the total population suffers from noise but there is a very positive trend - from 17.7% /in 2005/ to 8.7% /in 2023/. The share of surveyed points above permissible limits shows a continuing trend of maintaining a high percentage - 71.80% /2011/ and 68.62%/2022/. The district comparison shows significant variations - Blagoevgrad -17.65% and Silistra, Kyustendil and Razgrad with shares above 80%. The study found that almost all districts with the highest share of surveyed points above permissible limits have higher levels of death rate due to CVD. The results of statistical data analysis show that there is a positive moderate linear correlation between the share of surveyed points above permissible limits and the death rate due to CVD - Pearson coefficient 0.423 (p = 0.025). Conclusions The study found a moderate correlation between noise pollution and the death rate due to cardiovascular disease. CVD have a multifactorial genesis, but reducing noise in urban areas would help prevent these diseases. Key messages • As a result of the performed analysis, it can be concluded that the investigated indicators determining the degree of discomfort during the daily period remained high in Bulgaria. • The established health inequalities between regions and the increasing mortality from CVD are one of the factors for the deteriorating level of public health in Bulgaria.

A discrete extension of the exponential type II distribution: statistical characterizations, reliability analysis, and Bayesian vs. non-Bayesian inferences for random right-censored and complete count data

A discrete extension of the exponential type II distribution: statistical characterizations, reliability analysis, and Bayesian vs. non-Bayesian inferences for random right-censored and complete count data

Statistical inference and data analysis for inverted Kumaraswamy distribution based on maximum ranked set sampling with unequal samples

A very useful modification to ranked set sampling (RSS) that allows a larger set size without significantly increasing ranking errors is the maximum ranked set sampling with unequal samples (MRSSU) approach. This article covers the parameter estimation of the inverted Kumaraswamy distribution using MRSSU and RSS designs. The maximum likelihood and Bayesian estimation techniques are considered. The regarded Bayesian estimation technique is determined in the case of non-informative and informative priors represented by Jeffreys and gamma priors, respectively. Squared error and minimum expected are the two loss functions that are employed. We presented a simulation study to evaluate the performance of the recommended estimations using root mean squared error and relative bias. The Bayes point estimates were computed using the Metropolis–Hastings algorithm. Additional conclusions have been made based on actual geological data regarding the intervals between Kiama Blowhole’s 64 consecutive eruptions. Based on the same number of measured units, the results of simulation and real data analysis showed that MRSSU estimators performed much better than their RSS counterparts.

Secure Data Aggregation and Transmission System for Wireless Body Area Networks Using Twofish Symmetric Key Generation

Nowadays, Wireless Body Area Networks (WBANs) are mostly used in the healthcare industry. They represent a portable, inexpensive network that exhibition adaptability. The data developed using WBAN devices is vulnerable to transmission-related internal and external attacks; nevertheless, this vulnerability arises due to resource restrictions; by employing data aggregation technologies to conduct statistical analyses of medical data while protecting patient privacy, medical professionals can enhance the precision of diagnoses and assist medical insurance firms in selecting optimal plans for their clients. Maintaining the confidentiality and integrity of sensitive health information becomes more stimulating at the stages of aggregation and transmission due to security issues. This study proposes a novel method, Twofish Symmetric Key Generation (TFSKG), combined into a Secure Data Aggregation (SDA) and transmission system intended for WBANs. The Twofish technique is animatedly employed to make the secure symmetric keys chosen for its robust encryption capabilities. These keys are used to encrypt and decrypt aggregated health data through transmission. The proposed TFSKG-SDA method implements effective algorithms for aggregating data to safeguard end-to-end privacy and preserve data accuracy while reducing bandwidth consumption. Thus, for improved performance, an innovative genetic algorithm for data security is presented in this study. This paper introduces TFSKG-SDA, a system that, by employing rigorous simulation testing, enhances security protocols, resistance against recognized threats, and data transmission efficacy in the context of resource-constrained WBANs. We assess the encryption strength, computational cost, and communication efficiency of the TFSKG- SDA method to prove its significance to real-world healthcare applications.

Cognitive emotional regulation in physiotherapy students in Croatia

ABSTRACT Background Cognitive emotional regulation refers to a conscious or unconscious process that affects an individual's emotions and the physical and mental health of the individual. The aim of this study was to detect strategies of cognitive emotional regulation used by physiotherapy students in stressful situations. Methods The study was conducted from January to March 2022 and enrolled 372 students. An announcement was posted electronically on the web page of each physiotherapy study in Croatia, inviting students to participate in the study. Each participant provided written informed consent. The Cognitive Emotion Regulation Questionnaire was used in the study for detecting cognitive emotional strategies that students use in stressful situations. Statistical analysis of data included descriptive statistics of data groups where values were expressed as mean and standard deviation. The Kolmogorov–Smirnov test was used to test the normality of the distribution. To test the differences between two independent groups, the Mann–Whitney U rank sum test was applied, while the non-parametric Kruskal–Wallis test was used to test the differences of several subgroups of variables. Categorical variables were tested with Fischer's exact test or chi-square test. Results The most frequently used emotional cognitive regulation strategies are acceptance and positive reappraisal. There is a statistically significant difference in the use of self-blame (p < .001), rumination (p < .001) and blaming others (p = 0.018) in relation to gender. Also, there is a statistically significant difference in the use of acceptance (p = 0.022), rumination (p < .001) and blaming others (p = 0.049) in relation to the year of study. Conclusion Education of physiotherapy students to the use of adaptive strategies could have a positive effect on the students’ learning quality, their decision–making abilities and the quality of physiotherapy provided to patients. Encouraging physiotherapy students to engage in cognitively adaptive ways of thinking can serve as a solid method to help students in an academic and professional environment.

Research on the wheel wear and rolling contact fatigue of metro vehicle induced by the rail corrugation

The rail corrugation is a common disease on the track, which exacerbates the wheel-rail interaction and accelerates wheel wear and crack propagation. This study focuses on the wheel wear and rolling contact fatigue of metro vehicle under the rail corrugation. Firstly, the characteristics of the rail corrugation under service conditions are determined by the statistical analysis of the field data, and the rail corrugation is applied to the established vehicle-track coupled dynamics model. Then, the wear index and the work of friction force as indicators of wheel wear are studied. Finally, based on the Shakedown Map and the criterion of maximum amplitude of shear stress, the simulation analysis of wheel-rolling contact fatigue under the rail corrugation is carried out. The results show that the increases in superficial fatigue index and accumulated fatigue are 1.52 and 6.16 times in the wavelength range of 30-90 mm larger than those in the range of 90-210 mm, respectively. Furthermore, the cracks more easily occur 2-4 mm from the outer surface of wheel, and expand along the wheel tread.

Thermally Induced Irreversible Disorder in Interlayer Stacking of γ-GeSe.

The interlayer stacking shift in van der Waals (vdW) crystals represents an important degree of freedom to control various material properties, including magnetism, ferroelectricity, and electrical properties. On the other hand, the structural phase transitions driven by interlayer sliding in vdW crystals often exhibit thickness-dependent, sample-specific behaviors with significant hysteresis, complicating a clear understanding of their intrinsic nature. Here, the stacking configuration of the recently identified vdW crystal, γ-GeSe, is investigated, and the disordering manipulation of stacking sequence is demonstrated. It is observed that the well-ordered AB' stacking configuration in as-synthesized samples undergoes irreversible disordering upon Joule heating via electrical biasing or thermal treatment, as confirmed by atomic resolution scanning transmission electron microscopy (STEM). Statistical analysis of STEM data reveal the emergence of stacking disorder, with samples subjected to high electrical bias reaching the maximum levels of disorder. The energies of various stacking configurations and energy barriers for interlayer sliding are examined using first-principles calculation and a parameterized model to elucidate the key structural parameters related to stacking shift. The susceptibility of interlayer stacking to disorder through electrical or thermal treatments should be carefully considered to fully comprehend the structural and electrical properties of vdW crystals.

Analysis of Selected Macro- and Microelement Components in the Indigenous Soybean Cultivars from Regions of the Western Himalaya in India

The need to focus on traditional crops for food security has been realized across the globe. ‘Bhat’ is an indigenous soybean variety from the Indian Himalayan Region that has been neglected in recent times due to changing agricultural choices. The present study was conducted on 52 indigenous soybean accessions collected from different villages of Uttarakhand, a hilly state in Northern India, to determine the concentrations of various macro- and microelements in the crop. The analysis used the HHXRF (handheld X-ray fluorescence) spectroscopic technique and atomic absorption spectroscopy (AAS). The findings reveal that the ‘bhat’ is an extremely nutrient-rich crop with calcium being the most significant macronutrient (highest concentration of 27,300 ppm), followed by phosphorus, potassium, and sulphur found in the bhat seeds. The study suggests that samples from Pauri Garhwal (Gwad Khirsu, Bironkhal, Sripur), Tehri (PratapNagar, Singoli), Chamoli (Paini, and Agastyamuni) villages were rich in all the major macronutrients. Among the micronutrients, silicon was found to be the most dominant with the highest concentration of 1920 ppm. This was followed by the dominance of iron, zinc, and manganese in descending order of abundance. Tipri, Chandola Rai Goonth, Chopdiun, and Paini villages were found to have the highest concentrations of microelements. The statistical data analysis confirms that seed samples from different regions are significantly similar in terms of nutrient concentrations, except for Si and Fe, thereby indicating that ‘bhat’ from any of the villages is equally good for consumption. However, seed samples from certain regions were found to be contaminated with heavy metals, indicating soil pollution, which demands attention towards current agricultural practices. The findings show that the crop is an exceptional source of essential and quasi-essential elements and should be promoted to benefit the hill populations.

Assessing the burden of submicroscopic Plasmodium infections in a pre-elimination malaria setting in sub-Saharan Africa, Guinea-Bissau.

Submicroscopic Plasmodium infections can be a source of persistent malaria transmission. The aim of this study was to assess their frequency, distribution, morbidity and associated factors in a pre-elimination malaria setting in sub-Saharan Africa, Guinea-Bissau, where the Plasmodium falciparum is the predominant Plasmodium species. Dried fingerprick whole blood samples from 601 participants in the 2017 national, household-based, cross-sectional survey to estimate malaria prevalence were subjected to DNA extraction. The DNA was used in nested end-point PCR assays targeting genus- and species-specific regions of the Plasmodium 18S rRNA genes. Statistical analysis of socio-demographic, clinical and molecular data was carried out using the Statistical Package for the Social Sciences, version 29. Factors associated with submicroscopic P. falciparum infections and their magnitude were sought using Chi-square test and multiple logistic regression models, respectively. Statistically significant level was considered at P-value < 0.05. Nested PCR assays detected submicroscopic P. falciparum infections in 20.3% (95% CI = 16.8-23.8) of individuals microscopically negative for Plasmodium species in the general population and in 21.4% (95% CI = 9.9-36.5) of microscopically negative pregnant women. Submicroscopic Plasmodium malariae infections were also detected as co-infections in 3.0% individuals who were microscopically positive only for P. falciparum. Infections with other Plasmodium species were not detected. Submicroscopic P. falciparum infections were not associated with age, sex, or the presence of fever. A logistic regression model adjusted for ethnicity and health region showed that individuals from the Balanta and Bijagos ethnic groups, most of whom live in the low malaria-transmission areas of Quinara and Bissau, and the Bijagos archipelago, respectively, were less likely to have submicroscopic P. falciparum infections than individuals from the large Fula ethnic group, most of whom live in the high malaria-transmission area of Gabu. Submicroscopic P. falciparum infections were not associated with anaemia in children under 5years of age. The results obtained highlight the contribution of asymptomatic and submicroscopic P. falciparum infections to malaria transmission in high malaria-transmission areas and the need for molecular-based tools to detect submicroscopic Plasmodium species.

Statistical analysis of repertoire data demonstrates the influence of microhomology in V(D)J recombination.

Humans rely on diverse adaptive immune receptor repertoires to effectively defend against infections. The receptor generation process, known as V(D)J recombination, is designed to create this diversity by stochastically joining V(D)J gene segments and modifying their junctions through nucleotide deletions and insertions. Previous studies, conducted in vitro, have suggested that short stretches of homologous nucleotides between gene segments can bias these recombination steps. In this study, we explore the extent to which these homologous nucleotides influence V(D)J recombination in humans using statistical inference on large-scale receptor repertoire sequencing data. Our findings reveal that microhomology significantly biases several recombination steps, with important practical implications for the analysis, processing, and interpretation of receptor sequences.

Actual problems of physical education of school- aged children in the conditions of an inclusive environment

The article examines the results of an analysis of statistical data from the Ministry of Education and Science of Ukraine on the state of inclusive education in general secondary education institutions, as well as current issues in the physical education of children with special educational needs (SEN). The study uses official reports from 2020 to 2023, along with data on access to inclusive education for children with SEN in the Lviv and Ternopil regions. It has been established that over the past four years, Ukraine has seen an increasing trend in the number of children with special educational needs involved in the educational process in general secondary education institutions, rising from 0.45% in 2020 to 0.89% in 2023. However, pedagogical approaches for each specific type of developmental disorder among children with SEN, considering their level of support and educational-methodical provision in physical education, have not been developed. Moreover, there is a pressing issue of staffing and the need to train physical education specialists for inclusive education.

Wellbeing and sustainability in Europe in the 2010s–An empirical analysis

The decade of the 2010s was characterized by relative economic stability in Europe. Most of the countries had recovered from the financial crisis of the previous decade while the new socio-economic crises, brought by the early 2020s, were not yet on the horizon. The economic stability of this period does not mean the absence of systemic issues at all. Environmental degradation, aging societies, refugee crisis, or offshore scandals are but just to mention a few. However, due to the period of relative stability, the direct impact of these issues in different countries can be better illustrated and compared over the 2010s than during the crisis periods. In order to prove empirically this presumption, I apply longitudinal statistical data analyses, as well as cross-sectional regressions, among 39 European countries. The examined outcome variables are the Happy Planet Index (HPI), as an informal indicator of progress, and its sub-components, as proxy indicators for (subjective) wellbeing and (objective) sustainability. The results confirm the diverse trends in terms of wellbeing and sustainability in spite of the roughly even formal economic growth over the period. This highlights the necessity for a multifaceted approach to assess progress.

Occurrence of Abortion in Different Breeds of Goats Reared under Semi-intensive Farming System at Organized Farms in Semi-arid Region of India

Background: Abortion is a major health problem of animals including goats, which results in significant financial losses for the farmers. The aim of the current study was to determine the occurrence of abortion in different breeds of goats reared under semi-intensive farming system at the organized farms in the semi-arid region of India, and to determine the relationship between the parity, season, and pregnancy stage of the aborted goats with the incidence of abortions. Methods: The data on the caprine abortions was collected and analyzed. The caprine abortions that occurred at the organized farms under a semi-intensive management system were categorized according to the season at the time of abortion, parity and pregnancy stage of the aborted goats. The Chi-Square test and ANOVA methods were used for the statistical analysis of the abortion data. Result: The occurrence of abortion in goats (combined farm) had a significant association with seasons and stages of pregnancy, whereas it was not associated with parities. Barbari, Jakharana and Jamunapari goats individually showed significant differences in abortion rates across various seasons, but did not exhibit significant variation in abortion rates with respect to different stages of pregnancy or parities. In the study, the majority of abortions were found in the winter season, followed by the rainy and summer seasons; similarly, most of the abortions were noticed in the later stage of pregnancy, followed by the mid- and early stages. There was the highest abortion rate in the goats with parity 3 and above, followed by the first and second parities. Further investigation is required to validate the current findings. In conclusion, the study revealed that abortion rates in goats are significantly influenced by seasonal changes and the stages of pregnancy.

Understanding ‘many’ through the lens of Ukrainian багато

We reveal an ongoing language change in Ukrainian involving a construction with a subject comprised of the indefinite quantifier багато ‘many’ modifying a noun phrase in the Genitive Plural. Number agreement on the verb varies, allowing both Singular (in 69.1% of attestations) and Plural (in 30.9% of attestations). Based on statistical analysis of corpus data, we investigate the influence of the factors of year of creation, word order of subject and verb, and animacy of the subject on the choice of verb number. We find that, while all combinations of word order and animacy are robustly attested, VS word order and inanimate subjects tend to prefer Singular, whereas SV word order and animate subjects tend to prefer Plural. Since about the 1950s, the proportion of Plural has been increasing, overtaking Singular in the current decade. We propose that this Singular vs. Plural variation is motivated by the human embodied experience of construing a group of items as either a homogeneous mass (and therefore Singular) or a multiplicity of individuals (and therefore Plural). This proposal is supported by the identification of micro-constructions that prefer Singular and show reduced individuation of human beings.

Evaluation of Lifestyle for Women with Breast Cancer

Introduction: Breast cancer is a significant global health concern, affecting millions of women worldwide. While advancements in diagnosis and treatment have improved survival rates, the impact of this disease extends beyond physical health. It also significantly influences a woman's lifestyle and overall well-being. Objectives: The current study intends to analyze the lifestyle of breast cancer patients who are receiving therapy or are being followed up at the Oncology Teaching Hospital in Medical City, Baghdad, Iraq. Method: The present study uses a descriptive design with an application of an evaluation approach. A convenience sample of 100 women with breast cancer was selected from the Teaching Oncology Hospital at the Medical City in Baghdad City, Iraq. The study's objectives are served by a questionnaire. Physical, role, emotional, cognitive, and social functioning are its five functional domains. These domains are evaluated as low, moderate and high. Each study participant received a questionnaire explaining how to complete it, along with a form requesting their approval to remain anonymous. They also had the opportunity to leave the study at any time without being provided an explanation. A panel of (10) experts determines the questionnaire's content validity, and its internal consistency reliability is calculated via the split-half method with a Cronbach’s alpha correlation coefficient of (r=0.92). Data are collected using the study questionnaire, and they are then analyzed via a descriptive statistical data analysis approach on the basis of frequency and percentage. Results: The study revealed that the majority of these women experienced sleep issues, but most of them experienced problems with body weight gain (70%), social and community activity (70%), sexuality (60%), stress (60%), diet (56%), physical activity (50%) and smoking (45%), and some of them took birth control pills and used hormone replacement therapy (43%). Conclusion: This study revealed that women with breast cancer have experienced a variety of lifestyle domain-associated problems. These problems are clearly manifested in the results of this study.