scholarly journals A Partial Simulation Study of Phantom Effects in Multilevel Analysis of School Effects: The Case of School Socioeconomic Composition

2021 ◽  
pp. 004912412098619
Author(s):  
Hao Zhou ◽  
Xin Ma
Keyword(s):  
Academic Achievement ◽  
Hierarchical Linear Modeling ◽  
Science Achievement ◽  
International Student ◽  
Student Assessment ◽  
The United States ◽  
Linear Modeling ◽  
Real World Data ◽  
International Student Assessment ◽  
School Ses

Hierarchical linear modeling (HLM) is often used to estimate the effects of socioeconomic status (SES) on academic achievement at different levels of an educational system. However, if a prior academic achievement measure is missing in a HLM model, biased estimates may occur on the effects of student SES and school SES. Phantom effects describe the phenomenon in which the effects of student SES and school SES disappear once prior academic achievement is added to the model. In the present analysis, partial simulation (i.e., simulated data are used together with real-world data) was employed to examine the phantom effects of student SES and school SES on science achievement, using the national sample of the United States from the 2015 Programme for International Student Assessment. The results showed that the phantom effects of student SES and school SES are rather real. The stronger the correlation between prior science achievement and (present) science achievement, the greater the chance that the phantom effects occur.

Indirect Effect of Economic, Social, and Cultural Status on Immigrant Students’ Science Performance Through Science Dispositions: A Multilevel Analysis

2020 ◽  
pp. 001312452092860
Author(s):  
Safiye Bilican Demir ◽  
Ozen Yildirim
Keyword(s):  
Hierarchical Linear Modeling ◽  
Indirect Effect ◽  
International Student ◽  
Science Literacy ◽  
Immigrant Students ◽  
Student Assessment ◽  
Linear Modeling ◽  
International Student Assessment ◽  
Cultural Status ◽  
Science Performance

Determining the ethnic differences in academic performance among immigrant students is important in terms of adapting them into the system they live in. Examining the variables related to students’ performance will be a guide in overcoming the issue. The purpose of this study is to examine the direct effect of economic, social, and cultural status (ESCS) on science performance and the indirect effect of ESCS on the relationship between science dispositions and science literacy in Canadian immigrant students using hierarchical linear modeling. Data were obtained from Program for International Student Assessment (PISA) 2015 science literacy test and student questionnaire and data sets were provided from the official website of PISA. The results of the research show that ESCS had a direct and indirect effect through science dispositions with medium to large on science performance of immigrant students. The impacts of significant variables were discussed and implications for further research were provided.

scholarly journals Factors Predicting Inquiry-Based Teaching in Science Across One Belt One Road Countries and Regions: A Multilevel Analysis

SAGE Open ◽  
2020 ◽  
Vol 10 (2) ◽  
pp. 215824402093251
Author(s):  
Hanwei Tang ◽  
Chen Qiu ◽  
Lingqi Meng ◽  
Yujia Li ◽  
Jiangkun Zhang
Keyword(s):  
United Arab Emirates ◽  
Hierarchical Linear Modeling ◽  
Teacher Collaboration ◽  
International Student ◽  
Student Assessment ◽  
School Level ◽  
Linear Modeling ◽  
The Czech Republic ◽  
International Student Assessment ◽  
One Belt One Road

The present study aimed to investigate factors predicting inquiry-based teaching in science across One Belt One Road countries and regions (OBOR economies). Teacher-level ( N = 8,603) and school-level ( N = 1,385) data were drawn from the Program for International Student Assessment (PISA) 2015. Hierarchical linear modeling was adopted for data analysis. The results showed at the teacher level that teacher collaboration was positively correlated with inquiry-based teaching in OBOR economies, and that teacher beliefs were positively associated with inquiry-based teaching in each sample. At the school level, no consistent result was found among OBOR economies. School location was positively related to inquiry-based teaching in the Dominican Republic, Macao, and the United Arab Emirates. By contrast, science-specific resources showed a negative association with inquiry-based teaching in Taiwan, the Czech Republic, and Macao. Other specific findings were presented and the implications of all findings were discussed.

Principals and Student Achievement

2018 ◽  
pp. 84-117 ◽  
Author(s):  
S. Marshall Perry ◽  
Karen M. Sealy ◽  
Héctor X. Ramírez-Pérez ◽  
Thomas C. DeNicola ◽  
Yair Cohen
Keyword(s):  
Academic Achievement ◽  
Student Achievement ◽  
Instructional Leadership ◽  
Teaching And Learning ◽  
International Student ◽  
Student Assessment ◽  
School Context ◽  
School Level ◽  
International Student Assessment ◽  
Context Specific

Connections between principal leadership activities, school context, and student achievement are examined within this paper. Data for this quantitative study are from the 2013 Teaching and Learning International Survey (TALIS) and the 2012 Programme for International Student Assessment (PISA). The eight countries of examination participated in both the TALIS and PISA and the researchers merged datasets, yielding a study sample of 1,301 schools. This paper supports a context-specific view of instructional leadership. When looking across countries, the researchers found different practices were more strongly associated with the academic achievement of students, and suggest that school leaders have a meaningful overall relationship with academic achievement, both directly and indirectly. This study therefore supports prior research about the direct and indirect effects of instructional leadership. Further study, which accounts for differences in family academic resources and school-level opportunities to learn, will better illuminate the connection between instructional leadership practices and academic achievement.

National Gross Domestic Product, Science Interest, and Science Achievement: A Direct Replication and Extension of the Tucker-Drob, Cheung, and Briley (2014) Study

2019 ◽  
Vol 30 (5) ◽  
pp. 776-788 ◽  
Author(s):  
Anqing Zheng ◽  
Elliot M. Tucker-Drob ◽  
Daniel A. Briley
Keyword(s):  
Gross Domestic Product ◽  
Low Socioeconomic Status ◽  
Science Achievement ◽  
International Student ◽  
Student Assessment ◽  
Domestic Product ◽  
Student Interest ◽  
Similar Data ◽  
Science Interest ◽  
International Student Assessment

We replicated the study by Tucker-Drob, Cheung, and Briley (2014), who found that the association between science interest and science knowledge depended on economic resources at the family, school, and national levels, using data from the 2006 Programme for International Student Assessment (PISA). In more economically prosperous families, schools, and nations, student interest was more strongly correlated with actual knowledge. Here, we investigated whether these results still held despite substantial changes to educational and economic systems over roughly a decade. Using similar data from PISA 2015 ( N = 537,170), we found largely consistent results. Students from more economically advantaged homes, schools, and nations exhibited a stronger link between interests and knowledge. However, these moderation effects were substantially reduced, and the main effect of science interest increased by nearly 25%, driven almost entirely by families of low socioeconomic status and nations with low gross domestic product. The interdependence of interests and resources is robust but perhaps weakening with educational progress.

scholarly journals Gender differences in the pathways to higher education

2020 ◽  
Vol 117 (25) ◽  
pp. 14073-14076 ◽  
Author(s):  
Gijsbert Stoet ◽  
David C. Geary
Keyword(s):  
Higher Education ◽  
International Student ◽  
Tertiary Education ◽  
Student Assessment ◽  
Reading Proficiency ◽  
The United States ◽  
Multiple Regression Model ◽  
Social Attitudes ◽  
Poor Reading ◽  
International Student Assessment

It is well known that far fewer men than women enroll in tertiary education in the United States and other Western nations. Developed nations vary in the degree to which men are underrepresented, but the Organization for Economic Co-operation and Development (OECD) average lies around 45% male students. We use data from the OECD Education at a Glance statistical reports, the Program for International Student Assessment (PISA), and the World Values Survey to explain the degree to which men are underrepresented. Using a multiple regression model, we show that the combination of both the national reading proficiency levels of 15-y-old boys and girls and the social attitudes toward girls attending university can predict the enrollment in tertiary education 5 y later. The model also shows that parity in some countries is a result of boys’ poor reading proficiency and negative social attitudes toward girls’ education, which suppresses college enrollment in both sexes, but for different reasons. True equity will at the very least require improvement in boys’ reading competencies and the liberalization of attitudes regarding women’s pursuit of higher education. At this time, there is little reason to expect that the enrollment gap will decrease, given the stagnating reading competencies in most countries.

scholarly journals Can students themselves narrow the socioeconomic-status-based achievement gap through their own persistence and learning time?

2015 ◽  
Vol 23 ◽  
pp. 108 ◽  
Author(s):  
Haigen Huang
Keyword(s):  
United States ◽  
Socioeconomic Status ◽  
Achievement Gap ◽  
International Student ◽  
Linear Models ◽  
Student Assessment ◽  
The United States ◽  
Learning Time ◽  
International Student Assessment

Despite decades of educational reforms, the achievement gap based on socioeconomic status (SES) persists in the United States. Not only does the SES-based achievement gap persist, it has also been widening. This study focused on the role of students, hypothesizing that students might reduce the SES-based achievement gap by increasing their learning time and persistence. I used both ANOVA and two-level hierarchical linear models (HLM) to analyze the Program for International Student Assessment (PISA) United States data. The findings suggested that students viewing themselves to be persistent were likely to perform better than those viewing themselves to be less persistent. Also increased time learning in school was associated with increased achievement. However, high-SES students generally spent more time learning in school and viewed themselves to be more persistent. Thus learning time and persistence were not likely to address the SES constraint on achievement for a majority of low-SES students unless schools provided them extra classes and learning opportunities.

scholarly journals HAPPINESS OF PREGNANT WOMEN AND CHILDREN'S ACADEMIC ACHIEVEMENTS VALUE IN KINDERGARTEN KHADIJAH

2021 ◽  
Vol 5 (4) ◽  
pp. 340
Author(s):  
Dian Lestari Hidayah ◽  
Nining Febriyana ◽  
Atika Atika
Keyword(s):  
Academic Achievement ◽  
Pregnant Women ◽  
International Student ◽  
Student Assessment ◽  
Rank Correlation ◽  
Cross Sectional ◽  
Academic Field ◽  
Biological Mothers ◽  
International Student Assessment ◽  
Demographic Questionnaire

Background: Indonesia's education ranked sixth bottom of the 2018 world rankings compiled by the Program for International Student Assessment (PISA). The value of academic achievement is an indicator of the quality of students in the academic field. One of the factors that influence achievement is children's intelligence. Child's intelligence is influenced by the happiness of his mother during pregnancy. This study aims to analyze the relationship between the happiness of pregnant women and the value of children's academic achievement in TK Khadijah Gedangan. Method: This type of research is an observational analytic study, using a cross sectional approach. The study population was all TK-A and TK-B students at TK Khadijah Gedangan and their biological mothers. The total sampling method was carried out according to the inclusion criteria and exclusion criteria. Collecting data using a demographic questionnaire and OHQ which was translated into Indonesian. SPSS software was used to test the Spearman rank correlation statistical test. Result: Obtained N = 54, significance value 0.514, correlation coefficient value -.091. Conclusion: The happiness of pregnant women is not related to the achievement scores of kindergarten children.Keywords: happiness, pregnant women, academic achievement 

Does the SES of the School Matter? An Examination of Socioeconomic Status and Student Achievement Using PISA 2003

2010 ◽  
Vol 112 (4) ◽  
pp. 1137-1162 ◽  
Author(s):  
Laura B. Perry ◽  
Andrew Mcconney
Keyword(s):  
Academic Achievement ◽  
Socioeconomic Status ◽  
Student Outcomes ◽  
Science Achievement ◽  
Research Question ◽  
Individual Student ◽  
School Students ◽  
International Student Assessment ◽  
The Relationship ◽  
School Ses

Background/Context It is well established in the research literature that socioeconomically disadvantaged students and schools do less well on standardized measures of academic achievement compared with their more advantaged peers. Although studies in numerous countries have shown that the socioeconomic profile of a school is strongly correlated with student outcomes, less is understood about how the relationship may vary if both individual student and school socioeconomic status (SES) are disaggregated. Purpose/Objective/Research Question/Focus of Study This study examines the relationship between school SES and student outcomes in more detail by asking two research questions. First, how does the association vary for students of different socioeconomic backgrounds? In other words, is the association stronger for students from lower SES backgrounds than for students from higher SES backgrounds? Second, how does the association vary across schools with different socioeconomic compositions? In other words, are increases in school socioeconomic composition consistently associated with increases in student academic achievement? Population/Participants/Subjects This study uses data from the Australian 2003 Programme for International Student Assessment (PISA). The sample includes over 320 secondary schools and more than 12,000 students from Australia. Research Design This study is a secondary analysis of data from the Australian 2003 PISA. Descriptive statistics are used to compare the average reading, mathematics, and science achievement of secondary school students from different SES backgrounds in a variety of school SES contexts. Conclusions The two main findings of the study are that increases in the mean SES of a school are associated with consistent increases in students’ academic achievement, and that this relationship is similar for all students regardless of their individual SES. In the Australian case, the socio-economic composition of the school matters greatly in terms of students’ academic performance.

Principals and Student Achievement

2021 ◽  
pp. 1378-1404
Author(s):  
S. Marshall Perry ◽  
Karen M. Sealy ◽  
Héctor X. Ramírez-Pérez ◽  
Thomas C. DeNicola ◽  
Yair Cohen
Keyword(s):  
Academic Achievement ◽  
Student Achievement ◽  
Instructional Leadership ◽  
Teaching And Learning ◽  
International Student ◽  
Student Assessment ◽  
School Context ◽  
School Level ◽  
International Student Assessment ◽  
Context Specific

Connections between principal leadership activities, school context, and student achievement are examined within this paper. Data for this quantitative study are from the 2013 Teaching and Learning International Survey (TALIS) and the 2012 Programme for International Student Assessment (PISA). The eight countries of examination participated in both the TALIS and PISA and the researchers merged datasets, yielding a study sample of 1,301 schools. This paper supports a context-specific view of instructional leadership. When looking across countries, the researchers found different practices were more strongly associated with the academic achievement of students, and suggest that school leaders have a meaningful overall relationship with academic achievement, both directly and indirectly. This study therefore supports prior research about the direct and indirect effects of instructional leadership. Further study, which accounts for differences in family academic resources and school-level opportunities to learn, will better illuminate the connection between instructional leadership practices and academic achievement.

Modeling Educational Inequalities: Class, Academic Achievement, and Regional Differences in Turkey

2017 ◽  
Vol 51 (5) ◽  
pp. 659-692 ◽  
Author(s):  
Ela Ataç
Keyword(s):  
Academic Achievement ◽  
International Student ◽  
Educational Achievement ◽  
Educational Inequality ◽  
Student Assessment ◽  
Entrance Examination ◽  
International Student Assessment ◽  
Regional Inequalities ◽  
Geographical Variations ◽  
National University

As it has been realized that education is a key to a long-term economic growth and to reducing social and economic disadvantages, educational inequality and its reflections in the geography have become some of the major issues in many countries. Turkey is in many ways a good example to analyze the relations between class, education, and regional inequalities where education is strongly a class-related issue and there has also been a strong dimension of “geography” as far as the educational provision and performance are considered. The purpose of the article is to contribute to two debates on the relation of education and inequality in Turkey. One is a specific and practical way of understanding about the effect of socioeconomic backgrounds of the students on their educational achievement. The other is an understanding on causal relations based on socioeconomic variables and geographical variations and how these lead to or indeed are partly caused by regional inequalities in Turkey. Using the datasets of PISA (Program for International Student Assessment) database, the datasets of National University Entrance Examination and Census, the article finds that for Turkish students where (the region and the place of residence) and with whom (socioeconomic qualifications of parents) they live are the powerful indicators of academic achievement.

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