An Assessment Of The Performance Of Discriminant Analysis And The Logistic Regression Methods In Classification Of Mode Of Delivery Of An Expectant Mother

The study compares two statistical methods: Discriminant analysis and the Logistic regression model in predicting Mode of Delivery of an expectant mother, Natural birth and Caesarian section. Of the 184 cases examined for Mode of Delivery of an expectant mother, Discriminant Analysis classified the Natural birth correctly (64.6%) while it recorded (64.7%) success rate in classifying the Caesarian section. In the case of the Logistic regression, it recorded (76.8%) and (52.9%) success rate in classifying the Natural birth and Caesarian section respectively. The overall predictive performance of the two models was high with the Logistic regression having the highest value (64.7%) and (65.8%) for Discriminant Analysis. Among the five characteristics examined, Mothers height, Baby’s weight and gender were not significant variables for identifying Mode of delivery by both methods while Mothers weight is important identifying variable for both except Mothers age which was significant in the Discriminant analysis. The study shows that both techniques estimated almost the same statistical significant coefficient and that the overall classification rate for both was good while either can be helpful in selection of Mode of delivery for an expectant mother. However, given the failure rate to meet the underlying assumptions of Discriminant Analysis, Logistic Regression is preferabl

Assessment of Listeria Monocytogenes in Unpasteurized Milk Obtained from Cattle in Northern Nigeria

Listeria monocytogenes is a gram-positive, rod shaped bacterium which grows at 24°C. However, it grows optimally at 37°C. It is an agent of listeriosis, a serious disease caused by the consumption of food contaminated with the bacterium. This study was aimed at assessing the presence of L. monocytogenes in unpasteurized milk and determining the antibiotic susceptibility of the isolates. This was achieved through extensive use of cultural and biochemical characteristics attributed to this organism. A total of 130 raw milk samples were collected and analysed for the presence L. monocytogenes. Nine (6.9%) of the fresh raw milk sample were positive for L. monocytogenes according to the cultural characteristics and biochemical reactions carried out. All the positive isolates were found to be sensitive to Tetracycline, Gentamicin and Ampicillin. This study confirms Listeria sp. as a contaminant of unpasteurized milk, therefore, proper hygienic measures should be put in place and milk lovers should be wary of the consumption of this unregulated and under cooked products as to avoid such contaminations in order to avert potential health dangers associated with it

PLASMID PROFILE OF ANTIBIOTIC RESISTANT BACTERIA IN SACHET WATER SAMPLES SOLD IN ABEOKUTA, SOUTHWEST, NIGERIA

Antibiotic sensitivity pattern of bacterial isolates obtained from sachet water from Abeokuta, Ogun State, Nigeria was investigated.ª¤? A total of 300 sachet water samples were collected during the dry and rainy season of 2011 to 2012. Selected physicochemical analysis of the sachet water showed a pH range of 5.5-6.5, turbidity of 1.0 «¤??1.5 NTU and temperature of 28-300C. The mean aerobic mesophilic bacterial count of the sachet water samples ranged from 13.4 x 103 «¤?? 18.7 x 103 CFU/mL, while the mean total coliform count ranged from 0.153 - 0.163 x 103 CFU/mL. The physicochemical parameters of the sachet water samples were within the WHO standard for potable water. Bacteria isolated from sachet water samples include Escherichia coli, Klebsiella sp, Enterobacter sp and Pseudomonas aeruginosa. Most of the isolates were highly sensitive to Levoxin and Ceftazidime. Plasmid analyses revealed that there were detectable plasmids in 7.1% of the 14 multi-drug resistant isolates. Cured plasmid encoded resistant isolates were susceptible to Ceftazidime, Ceftriaxone, Gentamycin, Augmentin and Streptomycin

Knowledge and utilization of referral system among health care workers in selected primary health care centres in Oyo State, Nigeria

Background: Referral system is one of the strategies in place across all levels of health care settings for adequate use of health care resources and services. This study assessed the knowledge and utilization of referral system among health care workers in selected Primary Health Care (PHC) centers in Ibadan, Oyo State, Nigeria.Methods: This study was a descriptive study that utilized structured questionnaire to collect data. Simple random sampling was used to select eighty-eight health workers from thirteen selected Primary Health Care Centers. Data were analyzed using descriptive statistics.Results: Sixty-six (75.0%) of the respondents indicated that there are three levels of health care system. Sixty–two (93.2%) health care workers knew that referral system can be from lower to higher level of care and 61 (69.3%) knew that referral system can be from higher to lower level of care. Only 21 (23.9%) of the respondents refer patients frequently and 66 (75.1%) of them mostly refer to secondary health care facility. Factors identified by respondents as influencing utilization of referral system included distance of one facility to another 74 (84.1%) social support 71 (80.7%) and availability of referral forms 70 (79.6%).Conclusion: Good knowledge of referral system was demonstrated by the participants; however, the implementation of the process was poor. It is vital that future studies should explore identified factors since a functional referral system is vital for effective health care system.Keywords: Knowledge, Utilization, Referral System, Health care workers, Primary Health Care Centre

Statistical evaluation of effect of anthropometric measurements on adolescent idiopathic scoliosis

Scoliosis is a deformity in which there is sideways curvature to the spine. Curves are often S shaped or C shaped. Most common type is the idiopathic type which occurs in 10-12 years of age and early teens, females are more affected than males while the body is growing fast and the curve is commonly to the right side of the body. It however affect all ages of about 3% of general population. This study was set out to evaluate statistically, the effect of age, gender and anthropometric measurements (such as height, weight and body mass index) to the curve formed using 51 patients from Lagos State University Teaching Hospital, Ikeja. It was discovered from the analysis that the ailment is common among females than males. The result also shows that the curve is most common to right hand side. The test of hypothesis conducted reveals that the anthropometric measurements of height, weight and body mass index though positively correlated with but do not have significant effect on the Adolescent Idiopathic Scoliosis curve

COMPARATIVE ASSESSMENT OF CARBON STORAGE IN BIOMASS AND SOIL ORGANIC CARBON IN TEAK PLANTATION OF DIFFERENT AGES IN YEWA NORTH, OGUN STATE, NIGERIA

Tree act as a sink for CO2 by fixing carbon during photosynthesis and is a vital tool to alleviate climate change through CO2 absorption from the atmosphere. This study was conducted to assess carbon storage in tree biomass and soil carbon stock in Teak (Tectona grandis) plantations of different age series (5, 9 and 12 years). Data were collected on diameter at breast height (Dbh) and total height (TH) of all the trees in a sample plot of 1000 m2 in each plantation of age series. Carbon stored was evaluated based on tree growth variables, soil parameters and above ground biomass. Topsoil and subsoil (0-15 and 15-30 cm) samples collected from three sites were analyzed for organic carbon (OC) following standard methods.  Mean diameter at breast height were 67.11, 45.42, and 21.35 cm ha-1 and the mean volumes were 0.39, 0.16 and 0.02 m3ha-1 for 12, 9 and 5 years old were significant different (p<0.05). The highest value of total soil organic carbon (TSOC) was 8464.65 t.ha-1 for the 12year-old followed by 4430.25 t.ha-1 for 9 years old stand and 3004.95 t.ha-1 for 5years old were significant different (p<0.05) respectively. The total soil organic carbon per hectare were higher for the older than the younger Tectona grandis stand (8464.65 t.ha-1, 4430.25 t.ha-1 and 3004.95 t.ha-1) were significant different (p<0.05). Total carbon storage by soil and in biomass (CSB) was 15899.85 and 49.31 tons.ha-1 and total carbon accumulated by the plantation under investigation was in the order of 12 years old > 9 years old > 5 years old, respectively. The results of this study confirm that teak has good potentials to offer carbon sequestration through its soil and accumulate large amount of biomass carbon. The plantation ownership should be guided properly on the management activities such as thinning, pruning and weeding operation as well as indiscriminate removal of individual caused by anthropogenic activities should be avoided.     &nbsp

Resistant plasmid profile analysis of multidrug resistant Escherichia coli isolated from urinary tract infections in Abeokuta, Nigeria

Background: Multi-drug resistant Escherichia coli has become a major threat and cause of many urinary tract infections (UTIs) in Abeokuta, Nigeria.Objectives: This study was carried out to determine the resistant plasmids of multidrug resistant Escherichia coli isolated from (Urinary tract infections)UTIs in Abeokuta.Methods: A total of 120 Escherichia coli isolates were obtained from urine samples collected from patients attending inpatient and outpatient clinics presenting UTI; with their biodata. Antibiotics susceptibility was performed and multi-drug resistant isolates were selected for plasmid profiling. Plasmids were extracted by the alkaline lysis method, electrophoresed on 0.8% agarose gel and profiled using a gel-photo documentation system gel.Results: Escherichia coli isolates obtained shows high resistance to cloxacillin (92.5%), amoxicillin (90.8%), ampicillin (90.8%), erythromycin (75.8%), cotrimoxazole (70.0%), streptomycin (70.0%) and tetracycline (68.3%) while 85.8% and 84.2% were susceptible to gentamycin and ceftazidime respectively. Sixteen Escherichia coli strains were observed to be resistant to more than two classes of antibiotics. The resistant plasmid DNA was detectable in 6(37.5%) of the 16 multidrug resistant Escherichia coli having single sized plasmids of the same weight 854bp and were all resistant to erythromycin, cefuroxime, cloxacillin, amoxicillin, ampicillin and cotrimoxazole.Conclusion: This study has highlighted the emergence of multidrug resistant R-plasmids among Escherichia coli causing urinary tract infections in Abeokuta, Nigeria. There is a high level of resistance to many antimicrobials that are frequently used in Abeokuta, Nigeria.Keywords: Escherichia coli, UTI, R-plasmid, multidrug resis

STABILITY CONTROL MODELLING UNDER DYNAMIC MOTION SCENARIO OF A DIFFERENTIAL DRIVE ROBOT

Intelligence incorporated in many devices makes it easier to achieve self-balancing and autonomous driving in differential drive robot. Basically, differential drive robotic system describes an unstable, nonlinear system related to an inverted pendulum. The research attempts to harness the parameters obtained from a computer-aided design tool (Solid works) to model the system for complete stability control and dynamic motion of the system within a planned trajectory. A linearized dynamic equation is obtained for the overall system design of a mobile robot, and the linear quadratic regulator concept is adopted to obtain an optimum state feedback gain. The simulation results are obtained on MATLAB software interfaced with an Arduino board with deployable sensor technologies. Scenarios of disturbance would be simulated to ascertain the stability conditions of the system at static position or dynamic position. Signal analysis and computer vision techniques serve as leverage to make the design achievable. Localization and navigation referred to as tracking a planned trajectory or moving through paths filled with obstacles in a given space are also included