Introduction: The Faculty of Medicine, University of Moratuwa, established during the COVID-19 pandemic, was compelled to conduct the teaching activities online for the first intake of students until their first bar examination. Online learning is known to be linked to several health issues. This study aims to explore the academic performance and perceived health effects related to online learning in the Faculty of Medicine, Moratuwa. Methods: A descriptive cross-sectional study was conducted among all 104 first-intake students using an (...) anonymous online self-administered questionnaire to explore health effects and academic performance after ethical clearance. Results: Out of 104 students, 82 students responded (response rate=78.85%). Majority participated from home using their own laptop (74.4%) and personal Wi-Fi (69.5%) and spent 5-10 hours daily for online academic activities (72%). Majority complained of related physical (86.6%), and psychological (81.7%) health issues: eye problems (69.5%), headache (47.6%), backache (43.9%), stress (46.3%) and concentration difficulties (45.1%). The first bar examination was cleared by 84.1% with the majority (52.4%) obtaining classes. There was a statistically significant positive association (p< .05) between physical and psychological health concerns with the average screen-time spent on academic activities, but not with the academic performance. There was also no statistically significant association between screen-time and academic performance. Conclusions: Majority of students using online learning had related physical and psychological health issues which were positively associated with the screen-time though not with academic performance. Designing online activities with less screen time may be considered as a strategy to minimise health effects related to online learning. (shrink)

Reading, taking notes, and holding study sessions are all examples of routine, habitual study behaviors that pupils engage in to fulfill the learning objective. This study was conducted to the two hundred-five (n=205) grade 6 pupils at Malitbog 1 District, Division of Bukidnon, School Year 2022-2023. It attempted to answer the level of pupils’ study habits and academic performance and determine the significant relationship between the study habits and academic performance. The study utilized the descriptive-correlational research (...) design with documentary analysis and used an adapted and modified questionnaire to gather the necessary data to answer the specific questions of the study. Purposive sampling was employed to determine the respondents. Mean, Standard Deviation, Frequency, Percentage and Pearson Product Moment Correlation Coefficient or Pearson r were used as statistical tools. Results revealed that pupils’ overall level of study habits was high while their overall academic performance was at very satisfactory level. Significant correlation was registered between pupils’ study habits and their academic performance. Thus, teachers, parents and stakeholders may collaborate with each other to create and conduct activities that will continue to enhance and improve the pupils study habits to improve their academic performance. (shrink)

Due to the COVID-19 Pandemic, several changes have been forcibly made and observed in various fields and areas of society, one of which include the field of education; the foundation of the formation of intellect and knowledge. After two years of studying indoors and private educational institutions holding virtual classes, the time has finally come for students to be re- adjusted once more to the blended mode of learning; a combination of virtual and in-person classes. Thus, this study aimed to (...) investigate the development of students’ study habits and how these habits could potentially affect the students’ academic achievement or performance. The study utilized a descriptivecorrelational design to examine the impact of study habits to the academic performance of 137 senior high school students. The study made use of the Palsane and Sharma’s Study Habits Inventory, or also known as PSSHI, and using this instrument, the study has been able to procure sufficient results that will answer the present study’s problems. Using linear regression analysis, the present study found that there was a significance between the study habits and academic performance of the senior high school students, thus the study’s null hypothesis was eventually rejected. (shrink)

The students’ academic performance is the key element for both learners and teachers in examining the educational objectives for all subjects. This work is entitled “Factors contributing to Students' Academic Performance in Biology State Examination at Upper Secondary Schools in Gitega commune, Burundi” explores the factors that influence the students’ academic performance in biology national examination, particularly in Gitega commune. All school directors, laboratory, and library staff, and six senior students who did biology national (...) examination over five school years from 2016 to 2020 in all upper secondary schools with Biology-Chemistry and Earth sciences combination formed a study population. The stratified sampling technique to carry out this correlational study for choosing the upper secondary schools from urban and rural school areas. This study covered 12 upper secondary schools, 12 library staff and 3 laboratory staff, and 1961 senior six students who were selected purposively according to the above learning combination six in 1961 senior students over five consecutive school years (2016 to 2020) as a sample. The instruments used for collecting data were questionnaires and the document review checklist. Descriptive statistics, Analysis of variance (ANOVA) and multiple linear Regression test were used to analyze the collected data and the interpretation was guided by a literature review. The findings of this study indicated that teachers’ academic qualifications were inversely associated with the students’ academic performance whereas the teachers’ professional qualifications and students’ academic performance were also negatively linked. Also, there was statistically a significant association between teaching experience and students’ academic performance while professional training of biology Teachers are significantly associated with students’ academic performance. Other contributing factors to students’ academic achievement such as physical facilities (laboratory, library, staff room, computer lab and biology textbooks were significantly and positively linked with students' academic performance. Based on these findings, recommendations were made. (shrink)

This research paper assesses the possible relationship between motivation and academic performance of student athletes and utilized a descriptive design as it investigated the association between two constructs (variables) of student athletes, namely their motivation and academic performance. The research is descriptive correlational research with sixty (60) student athlete respondents coming from the various varsity teams in a selected university in the city of Manila. The descriptive nature and design of the study would require that descriptive (...) statistics and measures of association be utilized to analyze the relationship between the two constructs of the study – motivation and academic performance. The (SAMSAQ) was chosen as the research instrument to collate the necessary descriptive data, upon which a correlation analysis through the Pearson was administered. After the statistical analysis, the following were the conclusion of the study: (1) That there was a perfect positive relationship between responses of the student – athletes in the thirty (30) SAMSAQ items and their GPA’s; (2) That the relationship between motivation and academic performance of respondents, as represented by their mean scores of responses and GPA’s respectively are not of the same strength and significance for negatively and positively – structured queries of the SAMSAQ; (3) That the mean scores of responses in negative and positive impact queries of respondents and its relationship with their GPA’s, representatives of the measures of motivation and academic performance are incomparable as the Likert scale is inverted for the negatively structured queries, where behavior adverse to academic performance is sought. (shrink)

Parental factors impact students’ self-concept and academic performance during the pandemic. Thus, this study determined the students’ self-concept and academic performance and the parental factors related to it. The research design was descriptive-correlational, and 500 nonrandom college students in West Philippines participated in the study. Researcher-made instruments were used, which were subjected to reliability and validity evaluation. Data were collected online from June 2021 to July 2022 and were analyzed using descriptive (frequency counts and percentage) and (...) inferential statistics (Spearman correlation). Results revealed a positive self-concept and satisfactory academic performance among the students. Besides, parental factors such as educational attainment and school/classroom involvement are significantly related to self-concept and academic performance. Further, self-concept is significantly associated with academic performance. This shows that some parental factors are vital in developing the student’s self-beliefs and supporting their studies and academic endeavors amid the COVID-19 pandemic. Future studies may consider more factors related to academic achievement and self-concept. Other researchers may find the mediation or moderation effect of self-concept between parental factors and students’ scholastic achievement. (shrink)

Studies on mental health and academic performance have been conducted throughout the world. Thus, this study aims to assess the students' mental health amidst the new normal of education employing 21-item Depression, Anxiety, and Stress Scale or DASS-21, concerning their academic performance. The study's findings showed that almost more than half of the respondents suffered from moderate to extremely severe levels of depression, stress, and anxiety. Thus, there was no significant relationship between high negative mental health (...) symptoms and academic performance. In conclusion, students that encounter extreme levels of adverse mental health can still maintain high academic achievement. However, the students' mental health should always be managed and helped to cope with their life problems, especially during this pandemic crisis. (shrink)

This study investigated problems of school management and secondary school students' academic performance in Calabar Education Zone of Cross River State. Two null hypotheses were formulated to guide the study. The study adopted an ex-post facto research design. Proportionate stratified sampling technique was employed in selecting a sample of 3616 students out of the population of 18, 078 students. "Problems of School Management Questionnaire (PSMQ)," and Senior Secondary Mathematics Achievement Test (SSMAT) were the instruments designed by the researcher, (...) were used for data collection. The data collected were analysed using descriptive statistics; while the null hypotheses were tested at .05 level of significance using population t-test and multiple regression analyses where applicable. Microsoft Excel 2016 spreadsheet program was used in the analysis of data. Findings from the study revealed among others that; secondary school students' academic performance in Calabar Education zone is significantly high, disciplinary control, classroom management, and teachers' motivation significantly influence secondary school students' academic performance respectively. Based on these results, conclusions were drawn and recommendations were made. (shrink)

This paper examined the relationship between tertiary students’ social media management attitudes and their academic performance in Cross River State, with a specific focus on Facebook, WhatsApp, and Instagram. To achieve this purpose, three null hypotheses were formulated accordingly. The study adopted a correlational research design. Cluster and simple random sampling techniques were used to select a sample of 1000 students from the entire population. The instrument used for data collection was a questionnaire titled: Tertiary Students’ Social Media (...) Management and Academic Performance Questionnaire (TESSMMAPQ). The reliability of the instrument was established through Cronbach alpha and estimate of .93 was obtained indicating that the instrument was internally consistent in measuring what it purports to measure. Pearson Product Moment Correlation Analysis used to analyze data and to test the hypotheses at .05 level of significance. Findings revealed that there is no significant relationship between tertiary students Facebook management attitudes (r. cal.0.032 < crit. r.0.062), WhatsApp management attitudes (r. cal.0.038 < crit. r.0.062), and Instagram management attitudes (r. cal.-0.009 < crit. r.0.062) respectively, with their academic performance. Based on these findings it was recommended among others that; tertiary students' social media usage should be regulated by smartphones producers and internet service providers; in such a way that a maximum monthly login interval (MMLI) is provided that will restrict users to a limited number of login chances. This will ensure that students maintain focus when they have been barred. (shrink)

The study investigated the impact of parental income on students' academic performance in secondary schools in Kitswamba and Rugendabara-Kikongo town councils in Kasese District. A cross-sectional research design was used, with data collected from 286 students and five head teachers. The findings showed that family income significantly influenced students' academic performance. The findings have implications for parents, teachers, policymakers, and administrators in the education sector, emphasizing the importance of parental income in determining academic success.

This study aimed to determine the significant relationship among student engagement, academic motivation, and academic performance of the Intermediate Level Students of Licup Elementary School. Utilizing descriptive correlational method of research and validated questionnaires in data analysis with Mean, and Pearson Product–Moment of Coefficient Correlation as statistical tools, results shows that there is no significant relationship among the three variables. In addition, results also indicated that the student engagement and academic motivation of the intermediate level students (...) of Licup Elementary School is low, while the Academic Performance of the intermediate students is Very Satisfactory. It was also recommended that future researchers be encouraged to conduct this kind of research in a new location and to set to expand this kind of study. (shrink)

This study aimed to determine the relationship between academic performance and students’ perceptions in learning Calculus during distance learning modality. Learning Calculus is part of developing students' Mathematics skills and abilities towards enhancing STEM education in Senior High School. Thirty-five (35) STEM students were purposively sampled at a public school in Davao Region, Philippines. These students took up Pre-Calculus and Basic Calculus during pandemic. This study used a quantitative research design, particularly the descriptive-correctional method, to analyze the collected (...) data. Based on the result, the level of students’ perceptions was positive, while the level of academic performance was very satisfactory. Moreover, no significant correlation exists between students’ perceptions and academic performance in learning calculus on distance learning. This implies that students can perform well regardless of their perceptions in learning Calculus, in both Pre- Calculus and Basic Calculus. However, further assessment needs to be done in their Mathematics subjects at the Tertiary level since the modality used was not face-to-face. Appropriate action may be considered based on the assessment result, such as bridging courses or tutorial sessions. (shrink)

This study investigated the parental involvement in learning Mathematics of students in relation to attitude and academic performance. The respondents of this study were the three-hundred fifty-six grade 9 students at 9 secondary schools in the Division of Bago City. Results showed that most of the respondents were female, belonged to income range Php 12,082 and below, their parents attained high school level, and had other works aside from being mentioned in the option of occupation. Level of parental (...) involvement when taken as a whole was moderate; in terms of its areas, motivator and nature of Mathematics were interpreted as high and resource provider, monitor, Mathematics content advisor, and Mathematics learning counselor were all interpreted as moderate; level of attitude of students towards Mathematics was moderate; academic performance of students was very satisfactory; there existed significant difference on the parental involvement in learning Mathematics in terms of six areas. Results also revealed that there was a significant relationship between parental involvement in learning Mathematics and attitude of students; significant relationship also existed between parental involvement in learning Mathematics and academic performance; significant relationship was also noted between attitude of students and academic performance. Intervention plan/program was also provided based on the results of the study. (shrink)

The pandemic of COVID-19 prompted several paradigm shifts throughout society, including in education. This study aimed to examine the relationships of students' engagement in online synchronous collaborative learning activities (OSCLA) with their self-efficacy (LSE), peer social support (LPSS), state of well-being (SWB), and level of academic performance (LAP). A total of 176 Filipino Grade 12 SHS students, 18 years old and older, from a private educational institution were purposively selected for this study. Data were generated using an online (...) survey. Results show that collaborative learning activities are frequently conducted (median = 4) in their synchronous online classes. It also revealed that their LSE is high (median = 4), their LPSS is high (median = 4), their LE is moderate (median = 3), their SWB is high (median = 4), and their LAP is high (median = 94.85). The results showed a statistically significant correlation of their LSE (r = 0.69, p 0.001) and LPSS with their OSCLA LE (r = 0.438, p 0.001). A statistically significant positive moderate correlation between LE and SWB (r = 0.536, p 0.001) was also found, however, no correlation was found between their OSCLA LE and LAP (r = 0.065, p = 0.393). Thus, the use of a well-designed OSCLA is strongly recommended as it positively impacts students' SWB but should be regularly reviewed for its effectiveness in sustaining improvement in the LAP of the students. (shrink)

Purpose: This study investigates the interrelationship among COVID-19 anxiety, mindfulness, COVID-19 information avoidance, preventive behavior, and academic performance. Research methodology: The study assessed protective factors as mediators of COVID-19 anxiety and academic performance using WarpPLS. The study participants were K-12 Filipino students from a secondary school in Cagayan, Philippines, identified through convenience sampling. Results: COVID-19 anxiety, mindfulness, information avoidance, and preventive behavior were found to be negatively correlated. Preventive behavior is associated with improved academic (...) class='Hi'>performance. Conversely, there was a negative correlation between mindfulness, COVID-19 information avoidance, and academic performance. The association between COVID-19 anxiety and academic achievement is only mediated by mindfulness and preventive behavior. Limitations: Preventive factors that may affect COVID-19 anxiety and academic achievement are only considered. Also, the participants are limited to a secondary school in Cagayan, Philippines. Contribution: With the pandemic having a substantial influence on the municipality, the study would be helpful to manage and control the effect of the outbreak on the academic performance of the learners. (shrink)

The high rate of mathematics education students‟ academic performance in universities has become unbearable. In an attempt to proffer solution to this menace, this study assessed Poll Everywhere eLearning platform, test anxiety, and undergraduates‟ academic performance in Mathematics in Cross River State, Nigeria. The study adopted a quasi-experimental research one control group and one treatment group. The population of this study comprised all the fulltime regular undergraduates offering Education Mathematics in the Department of Science Education, University (...) of Calabar, Calabar, Nigeria. Accidental sampling technique was adopted in selecting a sample of 328 undergraduates who are owners of smartphones from the population. Test-Anxiety Inventory and Mathematics Achievement Test (MAT) were used as data collection instruments. The null hypotheses were tested using independent t-tests and simple linear regression. Findings revealed that Poll Everywhere eLearning platform has a significant effect on students‟ test anxiety and academic performance in Mathematics respectively; there is a moderate negative and significant relationship between students‟ test anxiety and their academic performance in Mathematics. Based on the findings of this study, it was concluded that Poll Everywhere eLearning platform could be used for the effective teaching and examination of learners in Mathematics and other science-related disciplines. This can be done through the design and integration of course modules to the Poll Everywhere online platform. (shrink)

Studies on mental health and academic performance have been conducted throughout the world. Thus, this study aims to assess the students' mental health amidst the new normal of education employing 21-item Depression, Anxiety, and Stress Scale or DASS-21, concerning their academic performance. The study's findings showed that almost more than half of the respondents suffered from moderate to extremely severe levels of depression, stress, and anxiety. Thus, there was no significant relationship between high negative mental health (...) symptoms and academic performance. In conclusion, students that encounter extreme levels of adverse mental health can still maintain high academic achievement. However, the students' mental health should always be managed and helped to cope with their life problems, especially during this pandemic crisis. (shrink)

The main objective of the research was to assess the relationship between instructional practices of teachers on students’ academic performancein English. To achieve this aim, the researcher selectedAssistant Language Teachers (ALTs)and public secondary students in Okinawa Prefectureas respondents of the study during the school year 2020-2021. The primary data gathering tools used in the study was a standardized questionnaire Instructional Practices Survey adopted from Valentine (2000) on determining teachers’ instructional practices and a documentary analysisto determine the point average of (...) the respondents’ level of academic performancein English. The collected data were analyzed and treated statisticallywith theuse of Statistical Packages for Social Sciences (SPSS). Results revealed that there is a positive strong correlation between instructional practices andthe students’ academic performance in English as evidenced by .853 correlation coefficient. Findings indicate that a high level of instructional practices among teachers contribute to the increase of academic performance of students in English. The study recommended that school principals may conduct frequent teachers’ assessment, training needs assessment to maintain this status -focusing on the needs of teachers in terms of their professional growth and development, and continuous monitoring of students endeavors. (shrink)

This study investigated the students’ perception of discipline management and their academic performance in Cross River State. Two null hypotheses were formulated to guide the study. The study adopted a correlational research design while a simple random sampling technique was used in selecting a sample of 180 students. The instrument used for data collection was a questionnaire tagged: “Students’ Perception of Discipline Management and Academic Performance Questionnaire (SPDMAPQ).” Pearson product moment correlation statistical technique was used to (...) test the null hypotheses at .05 level of significance and 178 degrees of freedom. The findings revealed that students’ perception of suspension and expulsion management is significantly related to their academic performance respectively. Based on these findings, it was recommended among other things that; parents should encourage their children/ward to maintain good attitudes that will not lead to their suspension or withdrawal from school; and that principals should listen properly to offenses of students and mete out the right discipline so that students will not be suspended or expelled in an unjustifiable manner. (shrink)

The rationale of this study was to examine the interactive effect of gender, test anxiety, and test items sequencing on the academic performance in mathematics among SS3 students in Calabar Education Zone, Cross River State. Two formulated null hypotheses directed the study. The study adopted the quasi-experimental design. Simple random sampling technique was used in drawing a sample of 474 students from a population of 8,549 SS3 students. A Mathematics Achievement Test (MAT) and a Test Anxiety Scale (TAS) (...) were used primarily as the instruments for data collection. The reliability coefficient obtained for both instruments were .88 and .82 respectively. The data collected were analyzed using descriptive statistics such as mean and standard deviation, while the null hypotheses were tested respectively, using Pearson product-moment Correlation, and Analysis of Covariance where applicable. Findings indicated that test anxiety contributes negatively to academic performance in Mathematics; there is a significant interaction effect between item sequencing and gender on academic performance; between item sequencing and test anxiety on academic performance; and between gender and test anxiety on academic performance in Mathematics respectively; The findings also showed that Based on these findings conclusion and recommendations were made. (shrink)

The paper reviewed financial resources which is a critical factor and component of Business Process Re-engineering in achieving academic performance of higher education institutions in the Democratic Republic of Congo. The objective of the study is to examine whether financial resources can contribute to improving and achieving academic performance of higher education institutions in general and students in particular. The study used a systematic literature review and content analysis was to establish the relationship between financial resources (...) and academic performance. The key findings are grouped in three dimensions: 1) financial resources; 2) budget and funding/financial model; 3) tuitions fees, scholarship and loans provision. The study found consistent evidence to show that there is a significant and positive relationship between financial resources and performance of higher education institutions. The study concluded that higher education sector in the Democratic Republic of Congo needs a radical change and fundamental rethinking in improving educational budget processes to meet the needs of the institutions, provision of scholarship and loans processes to students mainly those from poor background and designing innovative financial/funding model to sustain educational institutions. The study is based on academic capitalism theory. The recommendations were made based on the findings of the study. -/- . (shrink)

Reading tough books to achieve excellent marks, perform well in class, and gain attention from teachers and parents is less likely to drive students. Students used to evaluate their language learning requirements, define the abilities they wished to develop, pick effective study techniques, and set aside gadgets when studying. They also used to read the question before looking for hints in the relevant content, extract the essential lines that convey the major ideas, concentrate on titles, names, numbers, quotations, or instances, (...) and comprehend the overall context to infer an option. The survey discovered that most of the time, students utilized it to determine the progress of their learning and create learning objectives. It was also found that there was a link between the exogenous variables and the academic performance of students. (shrink)

As schools publicly modernize in response to societal changes, additional teaching and learning methods are developed, observed, and used since learners have different learning styles that make it easier for them to grasp and retain the material. During the COVID-19 pandemic, teachers require different media to keep the classroom involved while presenting the lesson materials online, one of which is video tutorials. The purpose of this study was to analyze the extent of contextual effects of video tutorials used in general (...) chemistry, determine the relationship between video tutorial effectiveness and the respondents' academic performance, and analyze the significant difference between the four indicators of contextual effects of video tutorials and the respondents' profile. A descriptive-correlational quantitative research design was used in this study. The participants in this study were 144 Grade 12 STEM students from a private school in Sultan Kudarat, Philippines, who took their general chemistry course during the pandemic. The respondents were given a survey questionnaire created with Google Forms. The students agreed with all the assertions and rated them as effective in terms of their perceptions of general chemistry, implying that video tutorials are useful in teaching the subject. With p-values of .023, .046, and .010, respectively, the findings revealed a significant relationship between the overall mean of students' perceptions of the subject of General Chemistry, the concept and application of chemical knowledge and understanding, and their influence on students' academic performance. In terms of their perception, ideas, and application of chemical knowledge and comprehension, the results demonstrated that there is no statistically significant difference between the general mean of male and female students' responses. This basically means that by using video lectures, STEM students of all genders appreciate and understand General Chemistry as a subject. -/- . (shrink)

The study sought to investigate the effects of using cooperative learning on female teacher trainees of the Colleges of Education in learning some selected topics in Integrated Science. The investigation also sought to determine whether the Cooperative Learning Approach enhances the attitude and motivation of the trainees towards learning of Integrated Science. The study was carried out at the St. Monica’s College of Education in the Mampong Municipality of the Ashanti Region. In all, 80 teacher trainees consisting of 40 each (...) from control and experimental groups were purposively sampled to participate in the study. The teacher trainees in the experimental group were exposed to the Cooperative Learning Approach and the trainees in the control group were lectured during the period of the study. The results of the study showed that the cooperative learning strategy was very relevant and beneficial in helping the teacher trainees of the St. Monica’s College of Education to improve on their performance in, and attitudes towards, the teaching and learning of Integrated Science. It was therefore recommended among other things that the science teachers should endeavour to integrate cooperative learning into their routine methods of instruction in the teaching and learning of Integrated Science. (shrink)

In todays educational landscape, adapting teaching methods to the digital age is important. While traditional approaches remain essential, they may not fully engage students in multimedia-rich environments. This study evaluates multimedia tools effectiveness in teaching Filipino subjects to Grade 10 learners at Tikalaan National High School for School Year 2023-2024. It examines the impact of such tools on academic performance and student attitudes by comparing pretest and posttest results between control and experimental groups and its implications in teaching (...) Filipino to Grade 10 learners. The study involves Grade 10 students divided into two groups of thirty-five (35) both the Control Group and the Experimental Group. Data collection involved the Division-Based Quarterly Assessment for both pretest and posttest evaluations to measure academic progress. Additionally, a researcher-created survey is made to assess students attitudes towards multimedia tools. Respondents were selected through purposive sampling, focusing on characteristics relevant to the studys objectives. A quasi-experimental design was used, comparing the pretest and posttest results of both groups to determine multimedia tools effectiveness. Statistical analyses, including T-test, ANOVA, and F-test, were used to evaluate the significance of observed differences. The study reveals significant improvement in academic performance and a positive shift in attitudes towards multimedia tools among the experimental group. These findings suggest that multimedia tools can enhance learners academic performance and foster greater student engagement. It underscores the importance of integrating multimedia tools into educational practices to improve teaching and learning outcomes. Recommendations include incorporating multimedia into the curriculum and providing professional development for educators to maximize these tools effectiveness. (shrink)

In the context of academic pressures, short-term stress is deemed necessary to enhance learning outcomes and promote higher achievement.

Learner’s attitude towards modular distance learning catches uncertainties as a world crisis occurs up to this point. As self-learning modules (SLMs) become a supplemental means of learning in new normal education, this study investigated efficiency towards the learners’ attitude and performance. Specifically, the study described the learners’ profile and their attitude and performance towards SLMs. It also ascertained the relationship between the learner’s profile with their attitude and performance, as well as the relationship between attitude and (...) class='Hi'>performance relevant to SLMs. A descriptive-correlational research design was employed in the study with 88 non-randomly chosen participants from secondary schools in West Philippines. The learners’ GWA (general weighted average) was used to determine their performance and a survey questionnaire for their profile and attitude. Frequency counts, percentage, and Spearman’s rank correlation coefficient were used to analyze the data gathered with the aid of Jamovi software. Results revealed a strong correlation between attitude and performance, but there was no link between learner’s attitude and performance as to the learner’s profile. It was affirmed that attitude is a compelling factor that is related with performance. Hence, this research has broader ramifications that can direct the Bureau of Learning Delivery to orient the module writers to further contextualize the learning materials that can compound learner’s disposition and academic performance. (shrink)

The study ascertained mathematical problem-solving skills and self-efficacy as correlates of Pre-service NCE Mathematics Teachers’ Performance in South-East, Nigeria. Seven research questions guided the study while seven hypotheses were tested at 0.05 level of significance. Correlation research design was used for the study. The population of the study was 197 pre-service NCE Mathematics teachers in South-East, Nigeria. All the population of 197 was studied as sample because, it is small and manageable. Mathematics Problem-Solving Skill Test (MPSST) and Pre-Service Teachers’ (...) Self-Efficacy Questionnaire (PSTSEQ) were used as instruments for data collection. Both instruments were validated by three experts in science Education while reliabilities of MPSST and PSTSEQ were established using Cronbach Alpha method and coefficient values of 0.82 and 0.80 respectively were obtained which were considered high enough to confirm the instruments as reliable. Data were collected and analyzed using Pearson product moment correlation coefficient. The findings revealed that a high positive and significant relationship existed between mathematical problem-solving skills scores and academic performance scores and between self-efficacy scores and academic performance scores of pre-service NCE mathematics teachers. It was recommended among others that Mathematics lecturers should make conscious effort towards improving the mathematical problem-solving skills and self-efficacy of the pre-service NCE mathematics teachers through modeling, conditioning, and behaviour modification for improved academic performance in Mathematics. (shrink)

Available reports provide an account of academic staff’s poor job performance in higher education institutions and universities in particular. Consequently, a growing body of research has been attracted to this area, including those seeking ways to understand the problem and others aimed at proffering solutions. This study contributes to the literature by investigating the influence of occupational stress on the job performance of academic staff in universities. Three null hypotheses directed the study in line with the (...) quantitative ex-post facto research design. A sample of 150 respondents was obtained using the systematic random sampling technique from a population of 400 lecturers in the Faculty of Education from two public universities in Nigeria. A 31-item questionnaire was used for data collection. The null hypotheses were tested at the .05 alpha level using simple linear regression analysis. It was revealed that remuneration is a significant positive predictor of academic staff job performance. The prediction of workload was negatively non-significant on the job performance of academics. The provision of institutional amenities has a positive but non-significant prediction on academic staff job performance in the two public universities. It was concluded that occupational stress significantly influences the job performance of lecturers in universities. The study recommended that the government constantly pay lecturers’ salaries as and when due. Institutional managers should reward lecturers with outstanding performance to boost their morale for effective service delivery. (shrink)

Aims: The purpose of this study is to identify the factors associated with the academic performance of Grade 10 students during their First Quarter of school as well as the significant correlation between the factors and student academic performance in Mathematics. -/- Study Design: Descriptive Correlation Design. -/- Place and Duration of Study: The study was conducted at Agusan National High School in Cagayan de Or City's East 1 District during the school year: 2022 – 2023. (...) -/- Methodology: The respondents were Two hundred thirty-one (231) students in Grade 10 at Agusan National High School in Cagayan de Oro City's East 1 District. This study used a researcher-made questionnaire that underwent validity and reliability testing and the academic performance of the students. -/- Results: The results showed that students agree with routines related to mastering Mathematics at a high level. Furthermore, there is no correlation between student study habits and Mathematics performance in terms of self-confidence, but there is a substantial positive association between the student's study habits and performance in terms of attitude. The study habits and learning techniques used by students were found to be important determinants of how well they performed in Mathematics. The researcher strongly suggested using the enhancement plan in teaching Mathematics to Junior High school students. -/- Conclusion: Students have a very positive attitude toward their study habits when learning Mathematics. Students felt that studying and learning Mathematics was essential. Students' success and academic growth depend heavily on their Mathematics performance. It is essential for pupils to master and comprehend its concepts. Students' study habits in terms of attitudes have an impact on how they learn Mathematics. (shrink)

In order to enhance music education courses, the study's primary goal is to evaluate students' academic performance in music at Visayas State University (VSU). It specifically sought to establish the respondents' age, gender, educational attainment, and demographic profile. It also aimed to determine the students’ academic success in music and provide suggestions to enhance the curriculum at the Visayas State University. In the demographic profile of the respondents in terms of age, the students dominate the younger generation (...) wherein they belong to the age bracket of 16-20 years old. 75% of the participants were females, which reflected the majority of the population. Most of the students only got average grades. The weak background and foundation are due to less time given to music in MAPEH as a subject. Thus, they just encountered proper music education upon reaching the tertiary level hence, lacking the basic skills necessary for them to learn and appreciate the course then and obtain higher grades. (shrink)

Reading proficiency plays a vital role in keeping up-to-date with technological advancements and innovations in education. However, there are Grade 7 students who need help with the essential skill of reading. These students need support for them to cope with the classroom demands. This transcendental phenomenological qualitative research aims to determine the academic experiences of struggling readers inside the classroom. Five struggling readers were the participants of this study. These five participants were purposefully selected after being recommended by the (...) school reading coordinator. The interview guide questionnaire was the instrument of this study. The interview guide questionnaire contains open-ended questions that were validated by experts. One-on-one interviews were conducted for about 20 to 40 minutes each. Using an audio recorder, the interviews were recorded. After the interview, a verbatim transcription was made and thematic analysis was utilized to analyze the significant lines of the participants. The following themes were elicited from the participants' responses, namely: lack of computer skills, limited visual attention span, hesitation and anxiety to participate, difficulty in interaction, difficulty with the use of technology in education, confusion with letter-sound identification, less motivation to learn, problem understanding the lesson, and slow in taking down notes. The participants attributed their reading difficulties to themselves, their teachers, and their parents. In light of these findings, it is strongly recommended that a robust and comprehensive reading recovery program be implemented. This program should address struggling readers' multifaceted challenges and provide them with the necessary support to enhance their reading proficiency and overall academic performance. (shrink)

This study aimed to examine the influence it is to study skills and academic‐related stress in the academic performance of the students of the university. A descriptive research project was used. The study was carried out among students of engineering at the University of Dire Dawa. The study involved 400 students of the engineering bachelor's degrees, one hundred and from the second to the 5th year which has been evaluated for the academic stress and to study (...) skills. A random sample is used to select objects for the study of the system. Three tools were used: Tool I: Socio‐demographic Profile Sheet, Tool II: Study Skills Assessment Questionnaire, Tool III: Perceived Stress Scale. The results of this study showed that the students performed well in all the subjects, except for the time‐management method and writing skills. More than two‐thirds of the surveyed students have a low level of stress. Academic stress is higher in senior and female students. There was a negative correlation between the student’s stress and their study skills. Statistically significant relationships were found between academic performance, study skills and the stress level of the students surveyed. (shrink)

The aim of this research was to x-ray some causes of poor performance of pupils in primary school mathematics. Specifically, the study examined the use of instructional materials and pupils’ academic performance in mathematics; parents’ socio-economic background and pupils’ academic performance in mathematics; compared the performance of private and public primary school pupils in mathematics; examined ways in which teachers contribute to pupils’ poor performance in mathematics. The study employed a correlational and quasi- (...) experimental research designs. A simple random sampling technique was used to select a sample of 270 pupils and 45 teachers drawn from nine primary schools in Akamkpa local government area of Cross River State. A questionnaire and a mathematics achievement test (MAT) were instruments used for data collection. The collected data was analysed using a simple percentage (%) and arithmetic mean (X). The findings of the study revealed that the use of instructional materials adequately led to pupils’ poor performance in mathematics; parents’ socio-economic status contributed to the pupils’ performance in mathematics; pupils in private primary school perform better than their colleagues in public schools in mathematics; and teachers contribute to the poor performance of pupils in mathematics. Based on this results, conclusions and recommendations were made. (shrink)

The primary purpose of the study was to determine the significant difference in the student performance in English selected topics through self-learning modules based on their sections. The respondents of the study are the 123 fourth-grade students of a central elementary school. Utilizing the descriptive-comparative type of research with Mean and Analysis of Variance as statistical tools, it was found that the level of student performance was satisfactory and there is no significant difference in the level of student's (...) performance when grouped according to section. The researchers, therefore, recommended that the school may implement face-to-face instruction with the help of the parents to address the needs of the students for their academic performance. Teachers should conduct a remedial class for the students with low academic performance and include assessments to assist and help the students develop their cognitive skills. Furthermore, future researchers were recommended to conduct similar studies with wider scope, with different research design and set of respondents. (shrink)

Effective stress management strategies correlate with improved academic performance in college students, yet inconsistent findings in existing research warrant further investigation. This study explored the intricate interplay between stress levels, coping strategies, and academic achievement in HyFlex learningenvironments. A stratified random sample of 111 students from five specializations within the Bachelor of Secondary Education program participated. Utilizing a descriptive-correlational design, data were collected through validated self-report questionnaires and a weighted general average. Subsequent descriptive statistics and bivariate correlation (...) analysis revealed moderate stress levels among participants who preferred task-oriented coping strategies. Interestingly, a significant positive association was observed between stress levels and academic achievement and emotion-oriented coping strategies, while a negative correlation emerged between stress and task-oriented coping strategies. Avoidance-oriented coping strategies, conversely, displayed a significant negative association with academic success. These findings underscore the crucial role of educational institutions in providing robust support mechanisms for stress management and cultivating a task-focused learning environment to optimize student well-being and academic performance within the HyFlex model. (shrink)

This study assessed the mode of test administration, birth variables, and students’ academic performance in Mathematics in Obubra Local Government Area of Cross River State, Nigeria. The study was guided by three null hypotheses following a quasi- experimental research design. Simple random and purposive sampling techniques were employed in selecting a sample of 250 respondents from a population of 5,792 students. Birth Order Checklist (BOC) and Mathematics Achievement Test (MAT) were used for data collection. The experimental group was (...) assigned to take a Computer-Based Test (CBT) while the control group took a Paper-Pencil Test (PPT) in mathematics. The null hypotheses were tested at .05 alpha level using two-way analysis of variance. Major findings revealed that, the interactive effects of gender and mode of test administration on the academic performance of students is non- significant [F(1,249)=0.028, p>.05, partial η2=.000]; the interactive effects of gender and birth order on the academic performance of students was not statistically significant [F(3,249)=0.782, p>.05, partial η2=.010]; the interactive effect of gender and birth order on the academic performance of students in mathematics is statistically significant [F(3,249)=2.854, p<.05, partial η2 =.034]. Based on these findings conclusions and recommendations were made for improved academic performance and school system effectiveness. (shrink)

It has been demonstrated that parental involvement in a student's academic life improves the student's performance. Assisting with schoolwork, joining in extracurriculars, and talking to teachers are all examples of ways to get involved in the classroom. Parents who are actively interested in their children's education have been linked to improved academic performance, improved school attendance, and increased participation in advanced courses. Increased parental participation has been linked to improved school attitudes and increased academic motivation (...) in children. A student's academic performance may be hindered by socioeconomic or familial problems, yet parental participation can act as a buffer against these influences. Efforts to engage and assist parents in their child's education can have a long-lasting, beneficial effect on a student's academic and personal development, and parents' involvement plays a substantial role in students' academic outcomes. (shrink)

The prestige of an academic institution may be determined as a function of affiliations with other academic institutions. Using digital tools to data-scrape, data-mine, and perform network analysis on university websites, an approximation of numbers of academic affiliations may be measured. Especially observing the alma mater institutions of the faculty of employed institutions, these numbers show the relative employment of alumni and a proxy metric for the relative prestige of their degree-granting institutions. These affiliations can be charted (...) and graphed to determine the distributions of affiliations throughout an academic ecosystem from which we might draw conclusions about that system’s hierarchies and inequalities. Here we use anglophone PhD-granting philosophy departments as a case study for this methodology with tentative conclusions. (shrink)

This study was conducted to investigate the degree to which institutional variables such as: institutional location, ownership and leadership influence the job performance of academic staff across three dimensions: teaching, research productivity and community service. This ex-post facto study by design, tested three hypotheses. A total of 449 academic, randomly drawn from three (one private and two public) universities in Cross River State, Nigeria, participated in the study. Three sets of questionnaires were used for data collection after (...) due validity and reliability tests. They included the “Institutional Variables Questionnaire (IVQ)”, the “Research Productivity and Community Service Questionnaire (RPCSQ)”, and the “Staff Instructional Delivery Questionnaire (SIDQ).” Collected data were analysed using the independent sample t-test, one-way analysis of variance (ANOVA) and simple linear analysis. Findings indicated that institutional location significantly impacts university academic staff across multiple dimensions—teaching, research, and community service— with urban institutions consistently demonstrating higher scores than their rural counterparts. There was a significant influence of institutional ownership on research productivity unlike teaching and community service. Federal institutions exhibited higher research productivity than both state and private universities. Institutional leadership significantly influenced research productivity and community service engagement, but not in the dimension of teaching among the academic staff. This study underscores the need for a holistic approach to enhancing academic staff performance. It emphasizes the importance of strategic resource allocation, collaborative endeavours, and strong leadership to create an environment where teaching, research, and community service thrive. (shrink)

Metacognitive skills are essential to be developed by the students to help improve their academic performance. This study was conducted with the aim of determining whether the use of problem-solving strategies can increase students' metacognitive skills. Students of the Mathematics in the World course offered at a local college in the Philippines were selected to participate in this study. Using an independent sample t-test, results revealed that students who were the recipients of problem-solving strategies scored statistically higher in (...) formal examinations compared to those students who were taught using conventional strategies. The researchers concluded that students who were taught using the problem-solving strategy enhanced their metacognitive skills based on their scores in the test of metacognitive skills during the post-test. The researchers suggested that teachers should incorporate problem-solving strategies into their lessons since this research demonstrates this to be an effective strategy for enhancing students' metacognitive skills essential to their learning. (shrink)

Socioeconomic status refers to the family's social and economic standing in society. It is measured by combining an individual or group's economic and social position, which is often based on income, education, and occupation. It significantly affects academic performance and even one's health status. The pandemic changed the educational system, causing a huge transition from traditional learning methods to online learning. This shift resulted in confusion, burden, and difficulty among students from different walks of life. This study was (...) conducted to determine the academic stress on online learning among nursing students in relation to their economic status and their ability to access technology. The study utilized a quantitative-correlational method aided by a standard questionnaire. Two hundred thirty-six University of Bohol nursing students enrolled in the second semester of SY 2021–2022 were included in the study by random selection. Data revealed a significant correlation between economic status and the level of stress related to academic expectations and a significant correlation between economic status and access to technology after being subjected to the Spearman rho test of correlation. However, no significant correlation was found between access to technology and the respondents' level of academic stress. (shrink)

Purpose Prescription stimulant use as “cognitive enhancers” has been described among undergraduate college students. However, the use of prescription stimulants among future health care professionals is not well characterized. This study was designed to determine the prevalence of prescription stimulant misuse among students at an academic health sciences center. -/- Method Electronic surveys were e-mailed to 621 medical, pharmacy, and respiratory therapy students at East Tennessee State University for four consecutive weeks in fall 2011. Completing the survey was voluntary (...) and anonymous. Surveys asked about reasons for, frequency of, and side effects of nonprescription misuse of prescription stimulants. Given the sensitive material, an opportunity to win one of ten $50 gift cards was used as an incentive. -/- Results Three hundred seventy-two (59.9%) students completed the survey from three disciplines (47.6% medical, 70.5% pharmacy, and 57.6% respiratory therapy). Overall, 11.3% of responders admitted to misusing prescription stimulants. There was more misuse by respiratory therapy students, although this was not statistically significant (10.9% medicine, 9.7% pharmacy, 26.3% respiratory therapy; P = .087). Reasons for prescription stimulant misuse included to enhance alertness/ energy (65.9%), to improve academic performance (56.7%), to experiment (18.2%), and to use recreationally/get high (4.5%). -/- Conclusions Prescription stimulant misuse was prevalent among participating students, but further research is needed to describe prevalence among future health care workers more generally. The implications and consequences of such misuse require further study across professions with emphasis on investigating issues of academic dishonesty (e.g., “cognitive enhancement”), educational quality, and patient safety or health care quality. (shrink)

The aim of this study was to identify the obstacles facing the application of knowledge management and its impact on performance at Palestine Technical University-Kadoorei from the point of view of employees and to detect the differences between the average views of the study sample on the subject of the study according to some variables such as (gender, nature of work, Education Level, specialization, years of experience). The study followed the descriptive analytical method and the questionnaire as a tool (...) for study. It was distributed to 74 employees. After the questionnaire was distributed, the data was collected and coded and entered into the computer and processed statistically using the SPSS program. The study found that the percentage of approval of the obstacles to the application of knowledge management at Palestine Technical University-Kadoorei differed between few and large, and the relative weight of the axis was complete (68.2). The degree of awareness of the workers of the reality of performance excellence at the University of Palestine Technical-Kadoorei was between medium and very large. There is an impact of the constraints of the application of knowledge management on performance excellence at Palestine Technical University-Kadoorei. In light of the results of the previous study, the researchers recommended that the importance of knowledge management should be taken into account in order to raise the university's reputation and reputation at home and abroad and improve its services to students and the local community. And to promote the exchange of experiences and knowledge with local, regional and international universities in order to enhance the knowledge and preserve it and provide modern and sophisticated scientific techniques and use them in administrative and academic work at the university. (shrink)

Learner-centered approaches have emerged as the fundamental pillar of effective pedagogy in the rapidly evolving landscape of 21st century education. This paradigm shift places the learner at the heart of the educational process, recognizing their diverse needs and aspirations. Consequently, the achievements of learners have become crucial indicators of institutional success. While extensive research has focused on student affairs and services, limited attention has been given to understanding the impact of administration on realizing the objectives of these support systems. This (...) study aims to investigate the relationship between the administration of learner-centered academic support systems and the attainment of desired outcomes in student affairs and services within higher education institutions in the Philippines. Utilizing a non-experimental correlational quantitative research design, a sample of three hundred fifty university students from various academic disciplines was randomly selected as participants. The findings demonstrate a strong positive correlation between the administration of learner-centered academic support systems and the achievement of desired outcomes in student affairs and services. As a result, the null hypothesis was rejected based on statistical analysis employing Pearson Correlation (r). These findings highlight the significant impact that learner-centered academic support system administration has on the realization of objectives in student affairs and services within the contemporary higher educational setting. To ensure sustained best practices in student development, it is imperative for the administration to foster collaboration with internal stakeholders and external partners. Recognizing that students are the focal point of instruction, their performance serves as a reflection of the institution’s commitment to providing quality education. By aligning administrative efforts with the evolving needs of students, institutions can enhance student affairs and services and create an optimal learning environment in the 21st century. (shrink)

Drama is a relatively unexplored tool in academic science education. This paper addresses in what way the use of drama may allow science students to deepen their understanding of recent developments in the emerging and controversial field of neuro-enhancement, by means of a case study approach. First, we emphasise the congruency between drama and science, notably the dramatic dimension of experimental research. Subsequently, we draw on educational literature to elaborate the potential of using drama as a teaching modality, specifically (...) focusing on the ethical and moral dimensions of future techno-scientific innovations. Our case study consisted of a drama experiment as a module in a philosophy course on human enhancement. Twenty-two students from various science disciplines performed multiple roles, as authors, actors, audience and reviewers. Qualitative data were collected on the educational process and student performance during the course, i.e. observations and video recordings of class discussions, group work and plays, interviews and questionnaires. Our drama experiment proved to be effective in enabling students to explore and relate to a future life world affected by enhancement technologies. It allowed them to deepen their awareness of social and ethical implications of neuro-technologies and of the different viewpoints people may have on this issue in academic, professional or everyday settings. Moreover, drama allowed them to develop a reflexive position of their own in the neuro-enhancement debate by enacting a moral dilemma in front of an audience. Our results confirm the potential of drama as a tool for exploring techno-scientific futures in science education. (shrink)

In an attempt to curtail examination malpractice, the Joint Admission and Matriculation Board (JAMB) has been generating different paper types with a different order of test items in the Unified Tertiary Matriculation Examination (UTME). However, the permutation of test items may compromise students’ performance unintentionally because constructive suggestions in theory and practice recommend that test items be sequenced in ascending order of difficulty. This study used data collected from a random sample of 1,226 SSIII students to ascertain whether the (...) permutation of test items has any effect on the performance of students in two different subjects (Use of English and Mathematics). The study adopted the Equivalent Groups Quasi-Experimental Research Design with three independent groups. Findings emerged, amongst others, that there is a significant difference in the performance scores of prospective university students' in use of English and Mathematics examintaions arranged in three different orders (ED, DE, R). There are no significant gender differences in the performance of students in Use of English and Mathematics based on test item permutation. However female students perform better than male students when test items are arranged in ascending order of difficulty while males perform better when test items are arranged in descending order of difficulty. It was concluded that the permutation of test items in UTME examination tends to affect the performance of students in Use of English and Mathematics. This finding has implications for the future conduct of UTME examinations and enrolment into higher education as the randomization of UTME test items changes the difficulty order of different paper types. It was recommended that other measures of curtailing examination malpractices that would not affect students’ academic performance should be adopted. (shrink)

In China, plagiarism among undergraduate students has been a protuberant issue preventing the robust development of tertiary education. The purpose of this Interpretative Phenomenological Analysis (IPA) research was to acquire a profound understanding of the essence of the phenomenon through the process of students’ research writing at Shaoyang University (SYU), a southern Chinese University. Employing a step-wise combination of purposive and random sampling techniques, 11 participants were selected to partake in the study’s online, face-to-face, and one-on-one semi-structured interviews. On completion (...) of data analysis, seven themes emerged: poor literacy about plagiarism; few learning experiences related to plagiarism; disapproval of plagiarism with different tolerance levels; difficulties encountered during academic writing; sophistication in detouring the plagiarism detecting tool; reasons for committing plagiarism; and under-evaluation of disciplinary study. Based upon the rich findings, the study proposed a preliminary holistic solution to mitigate plagiarism, with school administration, policy makers, instructors, and students performing and abiding to their respective roles, and with the literacy education related to plagiarism at the center. (shrink)

The ability to solve problems is a prerequisite in preparing mathematics preservice teachers. This study assessed preservice teachers’ problem-solving difficulties and performance, particularly in worded problems on number sense, measurement, geometry, algebra, and probability. Also, academic profile differences in the preservice teacher’s problem-solving performance and common errors were determined. A descriptive-comparative research design was employed with 158 random respondents. Data were gathered face-to-face during the first semester of the school year 2022-2023, and data were analyzed with the (...) aid of jamovi software, ensuring ethical measures. Overall findings revealed that the preservice teachers experienced average difficulty in solving problems. The low performance of the preservice teachers on the given problems was also demonstrated. Further analysis revealed a significant difference between the preservice teachers’ problem-solving performance based on their subject preference and program. Moreover, the error analysis revealed that the preservice teachers incurred comprehension errors in misrepresentation, misinterpretation, and miscalculation. These results will serve as a measure for policymakers and curriculum developers of the teacher education institution concerned to make relevant enhancements to the math courses offered in the elementary and secondary education programs. (shrink)

Abstract: The efficiency and performance of sorting algorithms play a crucial role in various applications and industries. In this research paper, we present a comprehensive comparative analysis of popular sorting algorithms on datasets of different sizes and characteristics. The aim is to evaluate the algorithms' performance and identify their strengths and weaknesses under varying scenarios. We consider six commonly used sorting algorithms: QuickSort, TimSort, MergeSort, HeapSort, RadixSort, and ShellSort. These algorithms represent a range of approaches and techniques, including (...) divide-and-conquer, hybrid sorting, and simple comparison-based methods. To assess their performance, we employ a diverse set of datasets, including the Iris dataset (1K), student dataset (5.8K), Wine dataset (6.5K), Uniform (10K), Normal (10K), Exponential (10K), Bimodal (10K), Yelp dataset (10K), MNIST dataset (42K), Uniform (100K), Normal (100K), Exponential (100K), Bimodal (100K), Uniform (500K), Normal (500K), Exponential (500K), Bimodal (500K), Uniform (1M), Normal (1M), Exponential (1M), and Bimodal (1M). These datasets cover a wide range of sizes and characteristics, allowing us to analyze the algorithms' performance across different dimensions. We measure and compare several key metrics, including execution time, memory usage, algorithmic complexity and stability. By analyzing these metrics, we gain insights into the efficiency and suitability of each algorithm for different dataset sizes and characteristics. We also discuss the implications of the findings in practical applications. Our results reveal important trade-offs among the sorting algorithms. While some algorithms excel in certain scenarios, others demonstrate better scalability or memory efficiency. We identify the best-performing algorithms for specific dataset characteristics and highlight their strengths and limitations. This research can assist developers and practitioners in selecting appropriate sorting algorithms based on their specific requirements and dataset characteristics. In conclusion, this comparative analysis provides a valuable contribution to the understanding of sorting algorithm performance. The findings contribute insights into the efficiency and suitability of popular sorting algorithms across datasets of different sizes and characteristics. By evaluating key metrics and discussing the implications, we offer guidance for selecting the most appropriate sorting algorithm in various practical scenarios. (shrink)