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66 articles for “multivariate analysis”
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Multivariate Analysis of The Determinants of Undernutrition in Under-Five Children In Zimbabwe
Abstract: Background: Undernutrition is one of the leading causes of infant mortality in developing countries including Zimbabwe. The main objective for the study was to model the relationship between undernutrition and individual, household and community level determinants. Material and methods: Secondary data analysis of the 2019 Multiple Indicator Cluster Survey (MICS) was performed using the merged children and household datasets. A total of 6223 children’s data was used for the study. …
Published in Research & Reviews: A Journal of Bioinformatics · Vol. 9, Issue 3, 2022 · pp. 9–19 Read article
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Genetic Diversity Studies of Eggplant (Solanum melongena L.) Genotypes
Abstract: Twenty-two genotypes of eggplant were evaluated to assess the genetic diversity within the genotypes at Horticulture Research Centre (HRC) field, Regional Agricultural Research Station (RARS), Bangladesh Agricultural Research Institute (BARI), Jamalpur, Bangladesh during the winter season of 2013-2014. Genetic diversity among 22 eggplant genotypes was estimated using Mahalanobis’s D2 statistic. Altogether five clusters were formed. Cluster II enclosed the highest number of genotypes (6) and cluster IV contained the lowest …
Published in Research & Reviews : Journal of Botany · Vol. 8, Issue 1, 2019 · pp. 42–57 Read article
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Characterization and Quality Assessment of Roof Top Harvested Stormwater from four Storage Media in Otukpa, Ogbadibo Local Government Area of Benue State-Nigeria
Abstract: Roof top harvested storm water (RTHSW) from four storage media; Open concrete media (OCM), closed concrete media (CCM), Native pot media (NPM) and Plastic media (PM) used in Ogbadibo LGA of Benue State Nigeria were examined using Spectrophotometric methods, Water quality index (WQI), and multivariate analysis (PCA) performed on the concentration of the water quality parameters for assessment of pollution levels. The test of significance shows high - low positive …
Published in Journal of Water Pollution & Purification Research · Vol. 10, Issue 2, 2023 · pp. 93–105 Read article
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Statistical and AI Approaches to Measure Sustainability Performance of Enterprises
Abstract: Measuring sustainability performance has become a critical priority for enterprises facing increasing regulatory pressure, stakeholder expectations, and global sustainability challenges. Traditional assessment methods, largely based on static indicators and manual reporting, often struggle to capture the multidimensional, dynamic, and data-intensive nature of sustainability. This study explores the integration of statistical and artificial intelligence (AI) approaches to evaluate and enhance the sustainability performance of enterprises in a more robust, accurate, and …
Published in Research & Reviews : Journal of Statistics · Vol. 15, Issue 1, 2026 · pp. 30–36 Read article
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An Institution-based Cross-sectional Study on Magnitude and Factors Affecting Communication on Sexual and Reproductive Health Issues with Their Parents among Secondary and Preparatory School Students in Gimbi Town, Oromia Regional State, Ethiopia, 2015
Abstract: Inadequate reproductive health knowledge has been identified as one of the underlying reasons for poor sexual decision-making and risky behavior among young people. Parent-young people’s communication regarding sexuality and reproductive health is an important and effective means of encouraging young people to adopt, responsible, sexual and reproductive behaviors. Yet, the status of the communication level is not well investigated and literatures recommended further studies on parent-young people’s communication. Therefore, the …
Published in Research and Reviews : A Journal of Medical Science and Technology · Vol. 5, Issue 1, 2016 · pp. 22–31 Read article
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Magnitude and Factors Associated with Tetanus Toxoid Vaccination among Female Youth in Mekelle City, Ethiopia: A Community Based Cross-Sectional Study
Abstract: Introduction: Tetanus can occur worldwide, and, in all age-groups, who acquire the infection through unhygienic conditions and in the youths, who have insufficient antitoxins due to no or sub-optimal immunization to protect themselves and their newborn babies. Objectives: To assess the magnitude and factors associated with tetanus toxoid immunization among female youths in Mekelle City, Tigray Regional state, Ethiopia. Method: Community based cross sectional study design was conducted. A total …
Published in Research and Reviews: A Journal of Health Professions · Vol. 9, Issue 3, 2019 · pp. 11–21 Read article
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Effect of Co-empowering Both Mother and Mother-in-Law on the Prenatal, Delivery, Postnatal Knowledge and Practices in the Far West Region of Nepal
Abstract: This study compares prenatal, delivery, and postnatal knowledge and practices of daughter-in-law/mother-in-law (DIL/MIL) pairs who participated in an intervention meeting with those DIL/MIL pairs compared to where only DIL participated in the Female Community Health Volunteer (FCHV) meeting in Kailali district, far-west region of Nepal. The intervention was a 1−2 h meeting before the delivery with the DIL/MIL and the FCHV. The topics covered during the meeting were based on …
Published in Research and Reviews : A Journal of Medical Science and Technology · Vol. 3, Issue 3, 2014 · pp. 1–12 Read article
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Principal Component Analysis for Outlier Detection
Abstract: Principal Components Analysis (PCA) is one of the well-known and frequently used multivariate exploratory data analyses. PCA is concerned with analyzing and understanding data in high dimensions, that is to say, PCA method analyzes data sets that represent observations which are identified by several dependent variables that are inter-correlated. Multidimensional scaling (MDS) is a technique that makes a map displaying the comparative attitudes of a number of objects or cases, …
Published in Research & Reviews : Journal of Statistics · Vol. 7, Issue 1, 2018 · pp. 62s–68s Read article
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Analysis of Genetic Basis for Morphological Variations in Normal and Tissue Cultured Plants of Andrographis paniculata in Association with or Without Arbuscular Mycorrhizal Fungi using AFLP Markers
Abstract: Andrographis paniculata Nees, a member of Acanthaceae, is one of the important medicinal herbs. The active principle, Andrographolide esters has a paramount importance in pharmaceutics. Morphological variants have been reported both in natural populations collected from various geographical areas and micropropagated plants raised through tissue culture that need to be analyzed with proper molecular tools. In order to facilitate reasoned scientific decisions on its management, conservation and prepare for a …
Published in Research & Reviews : Journal of Botany · Vol. 8, Issue 1, 2019 · pp. 1–11 Read article
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Neuro-Rehabilitation Reimagined: A Cross-Cultural Paradigm Integrating Immunotherapeutics and Multidimensional Analytics in Pediatric Cerebral Palsy
Abstract: Researchers performed multidimensional data analysis on the clinical records of 1,586 cerebral palsy pediatric patients to investigate the rehabilitative benefits of immunotherapy and the advantages of blending Traditional Chinese Medicine with Western treatments. A multi-center, prospective cohort study established a standardized system for data gathering that included clinical baseline databases along with treatment protocols and follow-up information. Baseline data analysis showed substantial patient diversity across clinical types and TCM syndromes …
Published in Research and Reviews: A Journal of Pharmacology · Vol. 15, Issue 2, 2025 · pp. 67–84 Read article
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Determinants of Teenage Pregnancy and Motherhood in Ethiopia: Analysis of the Ethiopian Demographic Health Survey 2016
Abstract: Background: Teenage pregnancy, a global public health problem, especially in developing countries, refers to a pregnancy when teenage girls, aged 13–19 and considered not to have reached legal adulthood, become pregnant and is said to have wide range of subsequent adverse health, economic and social outcomes. In Ethiopia, where marriage is a universal occurrence, the Federal Democratic Republic of Ethiopia ministry of health is working to alleviate the problem, though …
Published in Research and Reviews: A Journal of Medicine · Vol. 8, Issue 3, 2018 · pp. 47–53 Read article
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Statistical Methods in Law: Analysing Trends and Patterns in Judicial Outcomes
Abstract: The research paper explores the integration of statistical techniques within the domain of legal science, emphasizing their role in assessing and interpreting ongoing trends. By employing methods such as descriptive statistics, inferential statistics, and multivariate analysis, the study highlights how empirical data can effectively uncover disparities in areas like sentencing practices, risk assessments, and the evaluation of policy outcomes. These statistical tools enable researchers and legal professionals to identify patterns, …
Published in Research & Reviews : Journal of Statistics · Vol. 13, Issue 3, 2024 · pp. 32–36 Read article
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Magnitude of Early Skin-to-Skin Care Practice and Associated Factors among Postnatal Women in Harari Region Hospitals, Ethiopia, 2017
Abstract: Background: Early skin-to-skin care (SSC) is among recommended top ten essential routine newborn care practices after birth for all stable mothers and newborns, regardless of mode of delivery. Despite the large quantity of evidence suggesting the positive impact of the method, it is often a neglected practice, contrary to current newborn care guidelines. The main aim of this study was to assess early SSC practice and associated factors among postnatal …
Published in Journal of Nursing Science & Practice · Vol. 8, Issue 3, 2018 · pp. 1–9 Read article
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Episiotomy Practice and its Associated Factors among Mothers who Gave Birth Vaginally at Public Health Institutions of Shire Town, Northern Ethiopia
Abstract: Obstetric perineal trauma is assumed to be a serious health problem for women as well as for their child during their childbirth. Episiotomy is the commonest obstetric surgical operation performed to increase the diameter of the vulvas outlet during the late period of the second stage of labor in order to facilitate vaginal delivery. The rate of episiotomy is on the decline in developed countries but still remains high in …
Published in Research and Reviews: A Journal of Health Professions · Vol. 6, Issue 1, 2016 · pp. 15–21 Read article
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Partograph: An Essential Tool for Midwives to Manage Labor at Public Health Institutions in Tigray, Northern Ethiopia
Abstract: A partograph is a graphical presentation of a woman’s progress of labour. Once the woman has true signs of labour and reaches active first stage of labor, the midwife initiates the use of the partograph to record her findings. Prolonged labor; mainly due to cephalopelvic disproportion (CPD), which may result in obstructed labor, maternal dehydration, ruptured uterus, obstetric fistulae, fetal asphyxia, fetal brain damage, infection and death of both mother …
Published in Research and Reviews : A Journal of Immunology · Vol. 5, Issue 3, 2015 · pp. 23–29 Read article
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Risk Factors of Neonatal Deaths Among Asphyxiated Neonates in Ayder Referral Hospital, Mekelle, Ethiopia: A Case Control Study
Abstract: In the globe about 4 million babies die during neonatal period every year and 99% of these deaths occur in low-income and middle-income countries. Out of these, almost one-fourth of them lose their lives due to birth asphyxia. The main objective of this study was to assess risk factors of neonatal death among asphyxiated neonates in Ayder Referral Hospital, Mekelle City. Institution-based unmatched case-control study was conducted from December 1st …
Published in Research and Reviews: A Journal of Medicine · Vol. 5, Issue 3, 2015 · pp. 16–26 Read article
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Pregnant Women Basic Components of Focused Antenatal Care and Its Associated Factors in Public Health Institutions, West Shewa, Oromia, Ethiopia
Abstract: Background: Antenatal care is one of the most effective health interventions for preventing complication of pregnancy and childbirth. The components of basic focused antenatal care are assessment of condition of mother and pregnancy, care provision and health promotion. Poor maternal health not only affects women’s survival but has serious public implications for the survival of their children as well. However, there is no enough study that tells whether those pregnant …
Published in Research and Reviews: A Journal of Medicine · Vol. 6, Issue 1, 2016 · pp. 28–37 Read article
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A Case-Control Study Examining Determinants of Neonatal Near-Miss in Public Hospitals in Tigray Region, Northern Ethiopia
Abstract: Background: A neonatal near-miss (NNM) is defined as a morbid event that nearly results in newborn death within 28 days postpartum. Every year, four million newborn babies die in the first month of life in low and middle-income countries. However, the determinants of NNM have not been studied in depth in Ethiopia. This study attempted to examine the determinants of NNM in Tigray Region, Northern Ethiopia. Method: We used unmatched …
Published in Research and Reviews : A Journal of Medical Science and Technology · Vol. 7, Issue 3, 2018 · pp. 1–11 Read article
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Assessment of Road Traffic Accidents among Children in Addis Ababa City, Ethiopia; A Retrospective Record Review
Abstract: Road traffic injuries are major causes of death and disability worldwide, with a disproportionate number of occurrences in developing countries particularly in school-age children. The aim of this study is to assess the magnitude and factors associated with road traffic accidents among children in Addis Ababa, Ethiopia. Retrospective record review was conducted to assess road traffic accidents among children of Addis Ababa from records of all sub cities of Addis …
Published in Research and Reviews : A Journal of Medical Science and Technology · Vol. 3, Issue 3, 2014 · pp. 25–36 Read article
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Community-based Distribution of Misoprostol towards the Prevention of Postpartum Hemorrhage: Drug Efficacy and Factors Associated with Misoprostol Ingestion in Doti District, Nepal
Abstract: The Objective of the current study was to understand the factors associated with misoprostol ingestion among Recently Delivered Women (RDW) and Examine the association of misoprostol ingestion with the prevention of postpartum hemorrhage in the selected population in Doti District, Nepal, as part of CARE’s CRADLE project. Descriptive study (Design) with applying bivariate and multivariate analysis. The population of interest included all women in Doti District who had delivered a …
Published in Research and Reviews: A Journal of Medicine · Vol. 2, Issue 3, 2012 · pp. 8–19 Read article