The main aim of this study was to see the perceptions of female teachers of secondary schools about the relationship between class size and students learning outcomes. Variable Learning outcome (LO) was selected for comparing teaching in overcrowded classes versus small-sized classrooms. Primary data were collected from the same teachers who had the experience of teaching both overcrowded classes and small-sized classes. For overcrowded classes, it was hypothesized that teachers could very effectively achieve the targeted learning outcomes in small classes, whereas it is quite challenging for the overcrowded class teachers to achieve the targets. Reliability tests were carried out to check the consistency of the answers from respondents. The test Cronbach's alphas yielded acceptable to very good range. Learning outcomes (LOO) 4.04, Learning outcomes (LOS) 4.72. These results were further checked and reinforced through the use of One-sample t-tests. The majority of the same teachers, on the basis of the same statistical tests, have expressed that smallsized classrooms are relatively more appropriate for teaching.

The research attempts to evaluate the depiction of women's oppression in specific postcolonial contexts at the hands of the interlocked power pattern formed by manifold factors like patriarchy, class conflict, religion, ethnicity and imperialism in the selected poetry of the renowned Pakistani poetess Fehmida Riaz, the Latino American Poetess Pat Mora, and the Japanese poetess Sanbonmatsu. It applies the theory of Postcolonial Feminism to bring to the fore the oppression of postcolonial women at the intersection of gender, class, race, religion and culture, hence, offering a critique of Western Feminist discourse and its slogan of sisterhood, which tends to erase heterogeneity in women's situations across the globe. The theory of Third World Feminism as well as the portrayals in these poetic compositions from a variety of postcolonial social formations, highlight the fact that postcolonial women are not a monolithic and archetypal suffering category as presented in Western discourses; instead, their resistant agency and subversive subjectivity also stands at the center of their creative writings.

The main objective of the study was to analyze the association of mathematics achievement and cognitive engagement at the school level. The research was followed by a quantitative research method following a survey by administering a questionnaire on sampled 300 students for data collection. Half of them were male students and the other half were female students in District Lahore. Data were analyzed using inferential and descriptive statistics. The researcher has used two instruments first one mathematics achievement test and second students cognitive engagement in mathematic. The sample was selected by convenient sampling technique. The study revealed that students level of association of engagement and achievement was high. The study also revealed that gender difference exists in students mathematics achievement and students cognitive engagement. The study was also found a positive and strong relationship between students deep level strategies used in mathematics with achievement. This study recommends that the gender difference in mathematics achievement needs attention.

he major purpose of this study was to investigate “Relationship between Teachers Classroom Management Skills and Students Academic Achievements at Secondary level districts of Khyber Pakhtunkhwa,” All government secondary schools of southern district were constituting the population of the study and all teachers and students of the secondary schools were also included in the population of the study. From each district, eight schools were selected as a sample from which four schools were male and four schools were female. From each school, five teachers and 20 students were selected as a sample or respondents in this way 280 teachers and 1120 students were selected as a sample of the study. The sample of the study was finalized by using the John Curry formula. The collected data was entered into SPSS version 23 for treatment. According to the nature of the objectives of the study T. Test, Pearsons correlation was used.

Data mining is a procedure of extracting the requisite information from unprocessed records by using certain methodologies and techniques. Data having sentiments of customers is of utmost importance for managers and decision-makers who intend to monitor the progress, to maintain the quality of their products or services and to observe the latest market trends for business support. Billions of customers are using micro-blogging websites and social media for sharing their opinions about different topics on daily basis. Therefore, it has become a source of acquiring information but to identify a particular feature of a product is still an issue as the information retrieves from varied sources. We proposed a framework for data acquisition, preprocessing, feature extraction and used three supervised machine-learning algorithms for classification of customers’ sentiments. The proposed framework also tested to evaluate the system’s performance. Our proposed methodology will be helpful for researchers, service providers, and decisionmakers.

This research investigated the impact of four features of teachers behavior viz. teachers support, facilities provision, security in classroom, and motivation of teachers on five aspects namely agreeableness, extraversion, conscientiousness, neuroticism, and openness personality traits of the students. The technique of Stratified random sampling was used for the selection of 1438 students from a population of 10 graders of the Hazara Division. The questionnaires, for teachers behavior and for exploring the Big Five personality of the students, were used for gathering data from the students. For analysis, Mean (M), standard deviation (S. D), and multiple regression analysis were used. Results showed that Teachers support negatively predicts the agreeableness trait of personality, Provision of facilities positively predicts extraversion factor of personality. Classroom security positively predicts the extraversion, conscientiousness, agreeableness, and openness factors of personality. Teachers motivation positively predicts extraversion, and conscientiousness factor of personality and negatively predicts neuroticism factor of personality.

or enhancing the quality of teachers, the Government of Pakistan introduced the National Professional Standards for Teachers in 2009. The study was qualitative in nature. A case study design was adopted to conduct the research. A purposive criterion sampling technique was used to select the sample. A semi-structured interview and observation checklist was developed by the researcher. The instruments were validated and improved in the light of expertsÂ’ opinions. Research ethics were observed during the study and before the data collection. Themes were generated and interpreted which were relevant to the research questions of the study. The findings of the study indicate that public sector teachers have command of the subject matter knowledge, but lesson planning and proper assessment are missing. It is being recommended that awareness about the National Professional Standards must be created among public sector teachers and teachers should be made bound for planning their instructions according to standards.

This experimental study explored the effect of the 4WsHs active learning model on learning engagement in mathematics classes. The research design used for conducting this study was true experimental research design (pre-test post-test equivalent group design). A sample comprising 190 students selected from two public sector schools was divided into experimental and control groups using a matched random sampling technique. The newly developed active learning model was used as treatment for an experimental group while the same contents of mathematics were taught to the control group using a traditional method. After practice of three months, learning engagement of both groups was measured using a classroom observation checklist. The analyzed data revealed a significant superiority of students belonging to the experimental group over their counterparts in learning engagement. Hence, the newly developed active learning model proved to be effective for developing learning engagement among students.

This study was conducted to find the effective use of classroom management techniques in overcrowded classroom. It also explored factors that influence overcrowded classrooms. 30 secondary school teachers participated in the study. A questionnaire and a check list were used for the collection of the data. The findings indicated that teachers used different management techniques in the overcrowded classrooms.

This paper compares the mathematics teaching practices of private and public high school teachers in Punjab. Two hundred public and 180 private school teachers were selected by using random sampling technique from district Sahiwal. The quantitative data was collected by using a Likert type 58 questionnaire items. The questionnaire consisted of six parts: mathematic teaching practices, mathematic effective students’ instruction, mathematic resources availability, use of mathematic resources, use of instructional techniques and evaluation techniques used by the teachers. The study indicated that private school teacher teach in cooperative environment, individual concentration, small group discussion and encourage students in mathematic classrooms as compared to public school teachers. They write equations to represent concept and then engage students in problem solving and practice computational skill as compared to public school teachers. Public school teachers highly believe that text book is primary instructional tool for teaching. They practice difficult problem by drill in their classes. Although Public school teachers are well trained, qualified and experienced yet they emphasize rote learning which is a big hurdle in conceptual understanding. Provision of material resources in public schools is high. Mathematic curriculum document, manipulative, measuring devices, and spreadsheets, worksheet calculators, teacher guide and computers as teaching resources are available in public schools. Whereas, helping books and calculators’ availability is better in private schools.