IES Blog

Institute of Education Sciences

Now Available! New Nationally Representative Data on the Socioemotional Development of Elementary School Students

In an earlier blog post, we shared that one of our survey programs—the Early Childhood Longitudinal Study (ECLS) program—was collecting data on socioemotional development to better understand how different academic and nonacademic factors may influence a child’s early schooling experiences. New data are now available from the spring 2016 public-use dataset for the Early Childhood Longitudinal Study, Kindergarten Class of 2010–11 (ECLS-K:2011). This file contains data from every round of the ECLS-K:2011, from kindergarten through fifth grade.

For decades, the National Center for Education Statistics and other researchers have used ECLS data to examine questions about elementary school students’ socioemotional development. For instance, as seen in the excerpt below, an earlier wave of data was used to develop an indicator in the America’s Children report that looks at first-time kindergartners’ scores on socioemotional scales and how these students may victimize their peers. ECLS data are rich with information that can be used to analyze the influence of family, school, community, and individual factors on students’ development, early learning, and performance in school.

In the most recent ECLS program study, the ECLS-K:2011 collected information on its sample of kindergartners during the 2010–11 school year and then at least once during every academic year thereafter until 2015–16, when most of the students were in fifth grade. The ECLS-K:2011 data allow researchers to study how students’ socioemotional skills develop over time through reports from the students themselves and from key people in those students’ lives, including their parents, before- and after-school care providers, teachers, and school administrators.

Here’s a peek into the socioemotional development measures included the ECLS-K:2011:

  • Students completed questionnaires about their relationships with peers, social distress, peer victimization, and satisfaction with different aspects of their lives.
  • Teachers used their experiences with students in their classrooms to provide information about students’ approaches to learning (e.g., eagerness to learn, self-direction, attentiveness), social skills, and problem behaviors, as well as their own closeness and conflict with students.
  • Parents provided separate reports on much of the same information reported by teachers to provide a richer picture of their child’s development through a different lens.

For more information on the measures of socioemotional development included in the ECLS-K:2011, please see our study instruments or email the ECLS study team. Also, keep an eye out for future online training modules for the ECLS-K:2011, which will be released in fall 2019 or early 2020. To be alerted about the release of the free online trainings, email the ECLS study team at ECLS@ed.gov and ask to be added to the ECLS listserv.

 


Excerpt from America’s Children: Key National Indicators of Well-Being 2017


 

By Jill Carlivati McCarroll and Gail M. Mulligan

 

Data Tools for College Professors and Students

Ever wonder what parts of the country produce the most English majors? Want to know which school districts have the most guidance counselors? The National Center for Education Statistics (NCES) has all the tools you need to dig into these and lots of other data!

Whether you’re a student embarking on a research project or a college professor looking for a large data set to use for an assignment, NCES has you covered. Below, check out the tools you can use to conduct searches, download datasets, and generate your own statistical tables and analyses.

 

Conduct Publication Searches

Two search tools help researchers identify potential data sources for their study and explore prior research conducted with NCES data. The Publications & Products Search Tool can be used to search for NCES publications and data products. The Bibliography Search Tool, which is updated continually, allows users to search for individual citations from journal articles that have been published using data from most surveys conducted by NCES.

Key reference publications include the Digest of Education Statistics, which is a comprehensive library of statistical tabulations, and The Condition of Education, which highlights up-to-date trends in education through statistical indicators.

 

Learn with Instructional Modules

The Distance Learning Dataset Training System (DLDT) is an interactive online tool that allows users to learn about NCES data across the education spectrum. DLDT’s computer-based training introduces users to many NCES datasets, explains their designs, and offers technical considerations to facilitate successful analyses. Please see the NCES blog Learning to Use the Data: Online Dataset Training Modules for more details about the DLDT tool.
 




Download and Access Raw Data Files

Users have several options for conducting statistical analyses and producing data tables. Many NCES surveys release public-use raw data files that professors and students can download and analyze using statistical software packages like SAS, STATA, and SPSS. Some data files and syntax files can also be downloaded using NCES data tools:

  • Education Data Analysis Tool (EDAT) and the Online Codebook allow users to download several survey datasets in various statistical software formats. Users can subset a dataset by selecting a survey, a population, and variables relevant to their analysis.
  • Many data files can be accessed directly from the Surveys & Programs page by clicking on the specific survey and then clicking on the “Data Products” link on the survey website.

 

Generate Analyses and Tables

NCES provides several online analysis tools that do not require a statistical software package:

  • DataLab is a tool for making tables and regressions that features more than 30 federal education datasets. It includes three powerful analytic tools:
    • QuickStats—for creating simple tables and charts.
    • PowerStats—for creating complex tables and logistic and linear regressions.
    • TrendStats—for creating complex tables spanning multiple data collection years. This tool also contains the Tables Library, which houses more than 5,000 published analysis tables by topic, publication, and source.



  • National Assessment of Educational Progress (NAEP) Data Explorer can be used to generate tables, charts, and maps of detailed results from national and state assessments. Users can identify the subject area, grade level, and years of interest and then select variables from the student, teacher, and school questionnaires for analysis.
  • International Data Explorer (IDE) is an interactive tool with data from international assessments and surveys, such as the Program for International Student Assessment (PISA), the Program for the International Assessment of Adult Competencies (PIAAC), and the Trends in International Mathematics and Science Study (TIMSS). The IDE can be used to explore student and adult performance on assessments, create a variety of data visualizations, and run statistical tests and regression analyses.
  • Elementary/Secondary Information System (ElSi) allows users to quickly view public and private school data and create custom tables and charts using data from the Common Core of Data (CCD) and Private School Universe Survey (PSS).
  • Integrated Postsecondary Education Data System (IPEDS) Use the Data provides researcher-focused access to IPEDS data and tools that contain comprehensive data on postsecondary institutions. Users can view video tutorials or use data through one of the many functions within the portal, including the following:
    • Data Trends—Provides trends over time for high-interest topics, including enrollment, graduation rates, and financial aid.
    • Look Up an Institution—Allows for quick access to an institution’s comprehensive profile. Shows data similar to College Navigator but contains additional IPEDS metrics.
    • Statistical Tables—Equips power users to quickly get data and statistics for specific measures, such as average graduation rates by state.

 

 

New Data Tell the Story of Public and Private Schools and Their Leaders

Which schools would you guess, on average, spend more instructional time on English, reading, and language arts—public schools or private schools? How about on mathematics?

These questions and many others are answered in recently released reports on U.S. public and private schools and principals. The data in these reports are from the 2017–18 National Teacher and Principal Survey (NTPS), which is administered by the National Center for Education Statistics (NCES). NTPS previously collected data from public schools, principals, and teachers during the 2015–16 school year, but this is the first private school collection since the 2011–12 school year. (The latest NTPS data on public and private school teachers will be released later this year.)

The NTPS collects data about principals’ educational backgrounds and goals, as well as the climate of their schools and other general information about their schools and special programs and services provided. These data serve as a resource for researchers, policymakers, and the general public who are interested in understanding the current experiences and conditions of U.S. public and private schools.

The 2017–18 NTPS featured several new topic areas, such as the following:

  • School instruction time. Overall, schools reported that third-graders spent a weekly average of 500 minutes on instruction in English, reading, and language arts; 350 minutes on instruction in arithmetic or mathematics; and 170 minutes each on instruction in science and social studies or history. Here are some data to answer the questions from the beginning of this post:
    • Public schools reported that third-graders spent a weekly average of 540 minutes on instruction in English, reading, and language arts; 370 minutes on instruction in arithmetic or mathematics; 170 minutes on instruction in science; and 160 minutes on instruction in social studies or history.
    • Private schools reported that third-graders spent a weekly average of 400 minutes on instruction in English, reading, and language arts; 280 minutes on instruction in arithmetic or mathematics; and 170 minutes each on instruction in science and social studies or history.
       

Figure 1. Average minutes reported by public and private schools that third-grade students spend on selected subjects per week: 2017–18

NOTE: Schools that reported 0 minutes per week for a subject were excluded from the calculations of average minutes per week.
SOURCE: U.S. Department of Education, National Center for Education Statistics, National Teacher and Principal Survey (NTPS), “Public School and Private School Documentation Data Files,” 2017–18. Please see Characteristics of Public and Private Elementary and Secondary Schools in the United States: Results From the 2017–18 National Teacher and Principal Survey First Look, table 7.


 

  • ​Principals’ professional development. Overall, 83 percent of all principals reported participating in any professional development activities in the 2016–17 school year. Specifically, 85 percent of public school principals and 77 percent of private school principals reported doing so.
  • Evaluation of principals. Among public school principals, relatively more principals in traditional public schools were evaluated during the last school year than were principals in public charter schools (79 and 69 percent, respectively). Relatively more private school principals in Catholic and nonsectarian schools (63 and 58 percent, respectively) were evaluated during the last school year than were principals in other religious schools (41 percent).

Data files for the 2017–18 school and principal questionnaires will be released later this year. In order to protect the identities of responding schools and principals, researchers must apply for a restricted-use license to access the full restricted-use data files. Data will also be available through NCES’ online data tool, DataLab, where users can create custom tables and regressions without a restricted-use license.

 

By Maura Spiegelman

Collecting School-Level Finance Data: An Evaluation From the Pilot School-Level Finance Survey (SLFS)

Policymakers, researchers, and the public have long voiced concerns about the equitable distribution of school funding within and across school districts. More recently, the Every Student Succeeds Act (ESSA) requires that states and school districts add per pupil expenditures, disaggregated by source of funds, to their annual report cards for each local education agency (LEA) (e.g., school district) and school. In response to this these requirements, the National Center for Education Statistics (NCES) developed a new collection of finance data at the school level—the School-Level Finance Survey (SLFS).

The SLFS collects at the school level many of the same expenditure variables currently being collected at the district level on the School District Finance Survey. The pilot SLFS was designed to evaluate whether the survey is a viable, efficient, and cost-effective method to gather school-level finance data. Findings from the pilot survey were recently released in an NCES report titled The Feasibility of Collecting School-Level Finance Data: An Evaluation of Data From the School-Level Finance Survey (SLFS) School Year 2014–15.

Here’s some of what we learned:

 

Many states participating in the SLFS were able to report complete personnel and/or nonpersonnel expenditure data for a high percentage of their schools.

Of the 15 states that participated in the SLFS in school year 2014–15, 9 states were able to report school-level finance data for greater than 95 percent of their operational schools (figure 1). Other than Colorado and New Jersey,[1] all states were able to report SLFS data for at least 84 percent of their schools, ranging from 85 percent in Kentucky to nearly 100 percent in Maine. Just over one-half of reporting states (8 of 15) reported all personnel items (i.e., dollars spent on salaries and wages for teachers, aides, administrators, and support staff) for at least 95 percent of their schools. Seven of 15 states reported all nonpersonnel items (i.e., dollars spent on purchased services, supplies, and other costs not directly related to school employees) for at least 95 percent of their schools.  
 


Figure 1. Percentage of operational schools with fiscal data reported in the SLFS, by participating state: 2014–15

NOTE: This figure includes operational schools only (i.e., excludes closed, inactive, or future LEAs). The count of schools reported includes schools that can be matched to the Common Core of Data (CCD) School Universe files and for which at least one data item is reported in the SLFS.

SOURCE: U.S. Department of Education, National Center for Education Statistics, Common Core of Data (CCD), “School-Level Finance Survey (SLFS),” fiscal year 2015, Preliminary Version 1a; “Local Education Agency Universe Survey,” 2014–15, Provisional Version 1a.



SLFS data are generally comparable and consistent with other sources of school finance data.

A substantial majority of personnel expenditures can be reported at the school level. Personnel expenditures reported for the SLFS were reasonably comparable with the district-level and state-level data.[2] For common personnel expenditures, the absolute percentage difference between the SLFS and the district survey was less than 9 percent in 8 of 10 states (figure 2). The absolute percentage difference between the SLFS and the state-level survey for common personnel expenditures was less than 9 percent in 6 of 10 states.
 


Figure 2. School-Level Finance Survey (SLFS), School District Finance Survey (F-33), and National Public Education Financial Survey (NPEFS), by participating state: 2014–15

NOTE: Total personnel salaries include instructional staff salaries, student support services salaries, instructional staff support services salaries, and school administration salaries. This figure includes all schools in the SLFS and all LEAs in the F-33. Only states where reporting standards are met are included.

SOURCE: U.S. Department of Education, National Center for Education Statistics, Common Core of Data (CCD), “School-Level Finance Survey (SLFS),” fiscal year 2015, Preliminary Version 1a; “National Public Education Financial Survey (NPEFS),” fiscal year 2015, Final Version 2a; and “School District Finance Survey (F-33),” fiscal year 2015, Provisional Version 1a.



There are numerous inherent challenges in collecting school-level finance data: 

  • Communicating the vision of why reporting school-level finance data is important to school finance practitioners.
  • The pilot SLFS did not collect all types of current expenditures.
  • Some states had not fully developed standardized protocols or procedures for reporting finance data at the school level. 
  • There are varying legal requirements for the types of schools that are required to report finance data and the types of expenditures schools and districts are required to report.
  • The survey’s data item definitions were not consistent with states’ internal accounting for some items.

During the pilot survey, NCES and Census Bureau staff took action to address these challenges. 

 

Evidence suggests that it is feasible to collect accurate and informative school-level financial data.

States participating in the SLFS are improving internal data systems and protocols, which will allow them to report complete and comparable school-level finance data. The SLFS promotes efficiency by incorporating long-established NCES standards for school district financial accounting. The results of the pilot SLFS survey demonstrate that it is feasible to collect accurate and informative school-level finance data. The informational and analytical value will increase as response rates improve and as states improve their capabilities to collect complete, accurate, and comparable finance data at the school level.

 

By Stephen Q. Cornman, NCES; Malia Howell, Stephen Wheeler, and Osei Ampadu, U.S. Census Bureau; and Lei Zhou, Activate Research


[1] In 2014–15, Colorado did not require all school districts to report finance data at the school level; thus, data is reported for only 26 of Colorado’s 262 LEAs. In New Jersey, school-level finance reporting is required only for its “Abbott” districts, which make up only 31 of the state’s 702 districts.

[2] NCES’s Common Core of Data (CCD) program collects school finance data through three annual surveys: the school-level SLFS, the LEA-level School District Finance Survey (F-33), and the state-level National Public Education Financial Survey (NPEFS). Five data items are common to all three fiscal surveys (i.e., are collected at the school level for the SLFS, at the LEA level for the F-33, and at the state level for the NPEFS): instructional staff salaries, student support services salaries, instructional staff support services salaries, school administration salaries, and teacher salaries.

 

 

 

New Data Available on Crime and Safety in Public Schools

The prevalence of crime in America’s public schools continues to be a topic of much concern and discussion among parents, students, educators, and policymakers. A new report from the National Center for Education Statistics (NCES) provides the latest data to help inform conversations and debate about school safety.

The report, Crime, Violence, Discipline, and Safety in U.S. Public Schools, presents new information from the 2017–18 School Survey on Crime and Safety (SSOCS). SSOCS is a nationally representative survey of school principals that collects detailed information on both incidents of crime in U.S. public schools and the practices and programs schools have implemented to promote school safety.

This report presents selected findings on a wide range of topics, including violent and nonviolent incidents, disciplinary problems and actions, security measures, security staff, mental health services, and limitations on crime prevention. In addition to presenting updates for data that have been published in prior SSOCS reports, the new report highlights topics not covered in previous reports, including the number of incidents involving the use or possession of a firearm or explosive device at school as well as the percentage of schools that have “panic buttons” or silent alarms that directly connect to law enforcement in the event of an incident.

Data on both school crime incidents and school safety practices are available by various school characteristics, such as school type, enrollment size, and locale (i.e., whether the school is located in an urban, suburban, or rural area).  

One key finding highlighted in the report is that most schools have written plans for various emergency scenarios. In school year 2017–18, the most common types of plans reported were for responses to natural disasters (94 percent), active shooters (92 percent), and bomb threats or incidents (91 percent).

 



 

The report also presented other key findings from the 2017–18 school year:

  • Seventy-one percent of U.S. public schools reported that at least one violent incident occurred at school during the school year.
  • Three percent of schools reported that there was at least one incident involving the possession of a firearm or explosive device at their school.
  • Forty-six percent of traditional public schools had a school resource officer present at school at least once a week, compared with only 19 percent of charter schools. Conversely, a higher percentage of charter schools than of traditional public schools had a security guard or other security personnel present at least once a week (35 vs. 21 percent).
  • Restorative circles were used more frequently in schools with a higher enrollment of minority students. A restorative circle is a formal mediation process led by a facilitator who brings affected parties of a problem together to explore what happened, reflect on their roles, and find solutions that address individual and community concerns. Among schools with at least 50 percent minority enrollment, half (50 percent) reported involving students in restorative circles. However, in schools with lower minority enrollment (20 to 50 percent), a lower percentage of schools reported involving students in restorative circles (38 percent).
  • Fifty-one percent of schools provided diagnostic mental health assessments to evaluate students for mental health disorders, and 38 percent provided treatment to students for mental health disorders.

To access the full report, please visit https://nces.ed.gov/pubs2019/2019061.pdf. SSOCS:2018 data files will be released later this year. Due to the sensitive nature of SSOCS data, researchers must apply for a restricted-use license to access the full SSOCS:2018 restricted-use data file. A public-use data file—with some sensitive variables removed—will be released after the restricted-use data file.

 

By Sam Correa and Melissa Diliberti (AIR) and Rachel Hansen (NCES)