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Studies indicate that students who have access to highly qualified teachers tend to achieve at a higher rate, regardless of other factors. However, the essence of quality teaching and teacher quality has not been adequately established in these studies. Nonetheless, recent developments favoring integrations have led to three lines of teaching quality research: professional standards, value-added measures, and student evaluations. This study explores how the quality of mathematics and English language teachers is associated with students' achievement using a professional standard observation tool for student evaluation. A representative multistage sample of students and teachers selected from high schools in the East Gojjam Administrative Zone participated in the study. By using the domains in the Framework for Teaching (FfT) as indicators of teaching quality, the study identified the indicators that are associated with the academic achievement of students in mathematics and English subjects. A multiple linear regression analysis was used to study the relationships between the independent variables (teachers' quality indicators) and the dependent variable (students' grade 10 exam scores). Of the four domains of FfT, the delivery of instruction revealed a positive and significant association (sig = 016) with students' scores in the English language. The delivery of instruction encompasses communicating with students, using questioning and discussion techniques, and demonstrating flexibility and responsiveness, which are positively associated with students' scores in the English language. Conversely, managing classroom procedures was the only subdomain associated (sig = 014) with an increase in students' mathematics scores. Accordingly, suggestions are made for further research and practice.

Abstract Poor glycemic control is a main public health problem among type 2 diabetes mellitus (T2DM) patients and a significant cause of the development of diabetic complications. This study aimed to assess the glycemic control status and its associated factors among type 2 diabetes patients in Felege-Hiwot and Debre Markos Referral Hospitals. A retrospective cohort study was conducted at Felege-Hiwot and Debre Markos Referral Hospitals from December 2014 to December 2015. We have reviewed the chart of these patients until January 2020. Type 2 diabetic patients on follow-up at Felege-Hiwot and Debre Markos Referral Hospitals who fulfilled the inclusion criteria of the study were included. The primary outcome was the level of blood glucose during the study period. Good glycemic control was defined as patients whose average fasting blood glucose measurement for three consecutive visits was between 70 and 130 mg/dL. A generalized linear mixed autoregressive order one model was used to identify the determinants of glycemic control. A total of 191 patients with 1740 observations were included in the study. The overall prevalence of good glycemic control was 58.4% (95% CI: 57.159.7%). The factors associated with good glycemic control at 95% confidence level adjusted odds ratio were being residing in rural (CI: 0.454, 0.614), negative proteinuria (CI: 1.211, 1.546), diastolic blood pressure

Objectives: To assess prevalence and its associated factors of perceived stigma among patients with mental disorders who had appointment for treatment at Debre Markos, Finote Selam, and Felege Hiwot Hospitals, Ethiopia, 2019. Methods: At selected hospitals in the Amhara Region, an institution-based cross-sectional study was conducted from 1 February to 1 March 2019. Participants were selected using systematic random sampling technique and data were collected using a standardized questionnaire. The Internalized Stigma Scale was designed to examine the stigma associated with mental disorders. The data were coded and enter into Epi data version 4.4.2.1 before being exported to SPSS version 20 for analysis. Odds ratios and 95% confidence interval were used to show the strength of the association. Results: A total of 610 participants were participated, with a response rate of 98.6%, and 215 (35.2%) of them reported a high level of perceived stigma. Being single (adjusted odds ratio = 1.84, 95% confidence interval: 1.12, 3.02), accessing their medication freely (adjusted odds ratio = 1.70, 95% confidence interval: 1.08, 2.67), having suicidal thoughts (adjusted odds ratio = 1.95, 95% confidence interval: 1.25, 3.03), having low social support (adjusted odds ratio = 5.09, 95% confidence interval: 2.95, 8.76), age 25–34 years (adjusted odds ratio = 1.94, 95% confidence interval: 1.11, 3.40), age 35–44 years (adjusted odds ratio = 2.10, 95% confidence interval: 1.06–4.18), and age > 44 years (adjusted odds ratio = 3.48, 95% confidence interval: 1.67, 7.24) were revealed to be significantly associated with high perceived stigma after multivariable logistic regression analysis ( p 44 were all found to be significantly associated with high perceived stigma ( p

Introduction: Diabetes is a chronic, non-communicable disease characterized by elevated blood glucose levels. The purpose of this study was to jointly model the transition of diabetic patients in a series of clinical states and to assess the relationship between each state and different patient characteristics. Methods: A hospital-based retrospective study was conducted on 524 patients with type II diabetes, aged 18 years or older, who attended their medication between January 1, 2005, and December 31, 2017. Multistate models with different assumptions were considered to explore the effects of different prognostic factors on the transition intensity of type II diabetes mellitus patients. Results: During a median follow-up time of 7.4 years (Inter-Quartile Range=4.01), 54.8% of diabetic patients developed either microvascular or macrovascular complications, and 10.5% of them experienced both microand macrocomplications, and 16.66% of diabetes patients died. The assumption Markov was assessed by using the likelihood ratio test showed that Markov assumption was not held just for the transition. The transition rate of patients from the macrovascular state to the death state was affected by the residence of the patients (P=0.05) and age at diagnosis (p=0.01). The transition rates of patients with microvascular complications to death were significantly affected by baseline triglyceride level (P