IES Blog

Institute of Education Sciences

Reading for fun: Using NAEP data to explore student attitudes

By Lauren Musu-Gillette

The National Assessment for Education Progress (NAEP) is well-known as one of the key resources for information about the academic progress and performance of U.S. students. But did you know that NAEP also collects other important data on students’ behaviors and attitudes? For example, NAEP Long-Term Trend reading assessments have asked students how often they read for fun. Using these data, we can see how the frequency of reading for fun differs by student age and over time. These data can also be examined in conjunction with students’ reading assessment scores on NAEP.

A higher percentage of younger students reported that they read for fun almost every day than older students. In 2012, about 53 percent of 9-year-olds reported that they read for fun almost every day, compared to 27 percent of 13-year-olds and 19 percent of 17-year-olds. Conversely, about 27 percent of 17-year-olds said they never or hardly ever read for fun compared to 22 percent of 13-year-olds and 11 percent of 9-year-olds. For 17-year-olds, the percentage who reported that they read for fun almost every day decreased over time, from 31 percent in 1984 to 19 percent in 2012.


Percentage of students reading for fun almost every day, by age: 1984 and 2012

SOURCE: U.S. Department of Education, National Center for Education Statistics, National Assessment of Educational Progress (NAEP), Long-Term Trend Reading Assessments. See Digest of Education Statistics 2014, table 221.30.


There were also differences in reading assessment scores by frequency of reading for fun. In 2012, students who were 17-years-old and read for fun almost every day had higher scores (302 points) than those that never or hardly ever read for fun (272 points). The same was true for 13-year-olds (276 vs. 249 points, respectively) and 9-year-olds (226 vs. 208 points, respectively). Note, however, that comparisons like these between reading assessment scores and frequency of reading for fun cannot be used to establish a cause-and-effect relationship. 

Other questions about students’ reading behaviors and attitudes are included on the main NAEP assessments. For example, in addition to a question about the frequency of reading for fun, the 2015 questionnaire included the following items:

  • About how many books are there in your home?
  • How often do you talk with your friends or family about something you have read?
  • Reading is one of my favorite activities (with response options: this is not like me, this is a little like me, and this is a lot like me)

Questions like these can be compared with students’ assessment scores to examine how attitudes, behaviors, and achievement may be related.

The Month(s) in Review: September and October 2015

By Liz Albro, NCER Associate Commissioner of Teaching and Learning

New Evaluation of State Education Programs and Policies Awards Announced

Congratulations to the recipients of our Evaluation of State Education Programs and Policies awards. These projects examine a range of topics: low-performing schools, college- and career-readiness standards, and teacher effectiveness and evaluation.

Building Strength in Numbers: Friends of IES Briefings

The Friends of IES, a coalition of research organizations working to raise the visibility of IES-funded studies, asked three IES funded researchers to participate in briefings for Department of Education leadership and for the public on Capitol Hill. Sharing findings from their IES-funded studies, the researchers highlighted how providing high quality mathematics instruction to children as young as three-years-old, and providing systematic and sustained opportunities for those children to learn more mathematics in subsequent instructional years, can substantially narrow achievement gaps at the end of preschool and how those gains can persist over time. What to know more? Read our earlier blog post or the AERA news story for additional details.

Congratulations to Patricia Snyder on receiving the 2015 DEC Award for Mentoring

Congratulations to Patricia Snyder, recipient of the 2015 Division for Early Childhood (DEC) Award for Mentoring. DEC, a division of the Council for Exceptional Children, awards this honor to a member who has provided significant training and guidance to students and new practitioners in the field of early childhood special education. Snyder is a professor of special education and early childhood studies and the David Lawrence Jr. Endowed Chair in Early Childhood Studies at the University of Florida. She is also the Principal Investigator (PI) and Training Program Director for a NCSER-funded postdoctoral training grant, Postdoctoral Research Training Fellowships in Early Intervention and Early Learning in Special Education at the University of Florida. She has also served as the PI and co-PI on several other NCSER-funded awards.

Thanks to all of our IES Postdoctoral Fellows: Past, Present and Future!

Did you know that the third week of September was National Postdoc Appreciation Week? While we tweeted our appreciation for the postdocs we support through our NCER and NCSER Postdoctoral Training Programs, we thought you might like to learn a bit more about what some of our postdocs are doing.

Publishing: Postdocs are busy publishing findings from their research. For example, David Braithwaite, a fellow in this Carnegie Mellon postdoctoral training program recently published Effects of Variation and Prior Knowledge on Abstract Concept Learning. Two postdoc fellows, Kimberly Nesbitt and Mary Fuhs, who were trained in this Vanderbilt postdoctoral training program, are co-authors on a recent publication exploring executive function skills and academic achievement in kindergarten.  Josh Polanin, another Vanderbilt postdoc, recently published two methodological papers: one on effect sizes, the other on using a meta-analytic technique to assess the relationship between treatment intensity and program effects.

Receiving Research Funding:  Previous postdoc fellows who trained at the University of Illinois, Urbana-Champaign have recently been awarded research funding. Erin Reid and her colleagues were recently awarded an NSF DRK-12 grant to adapt and study a teacher professional development (PD) intervention, called Collaborative Math (CM), for use in early childhood programs. Former fellow David Purpura was recently awarded a grant from the Kinley Trust to delineate the role of language in early mathematics performance. Dr.  Purpura is also co-PI on a 2015 IES grant, Evaluating the Efficacy of Learning Trajectories in Early Mathematics.

Congratulations and good luck to all of our recently complete postdocs! Sixteen fellows have completed this year with 10 completing in the past two months. These fellows bringing their expertise to the community as full-time faculty, directors of research programs, and research associates at universities, non-profits, government agencies, and other organizations.

What have the Research Centers Funded? Check Out Our New Summary Documents

NCSER has funded research in a variety of topics relevant to special education and early intervention since 2006. Recently, NCSER staff summarized the work on several topics, with more to come in the future.

Research supported by both Centers is also described in our Compendium of Mathematics and Science Research, which was released in October.

Updated IES Research in the News

Curious to know what other IES-funded research projects have gotten media attention? We recently updated our IES Research in the News page, so that’s your quickest way to find out!

Developing School-Wide Approaches for Bullying Prevention: The Value of Partnerships

By Katherine Taylor (NCSER Program Officer) and Emily Doolittle (NCER Program Officer)

About 22% of 12 to 18 year olds report being bullied at school. Bullying behavior can be obvious (pushing, name calling, destroying property) or more subtle (rumor spreading, purposeful excluding). In whatever form it takes, bullying involves acts of physical, verbal, or relational aggression that are repeated over time and involve a power imbalance. Bullying has a variety of harmful effects, including the potential for a negative impact on student academic achievement. This leads to the question, what can schools do to prevent bullying? In support of Bullying Prevention Awareness Month, we want to highlight two IES projects that have tackled this issue by developing programs that support social and problem-solving skills for students and a positive school climate.

In one project, Drs. Terri Sullivan and Kevin Sutherland at Virginia Commonwealth University developed and tested a school-wide violence prevention model for middle school students, with a special focus on youth with disabilities. The resulting model incorporates elements of a social-emotional skill-building program, Second Step, and a comprehensive bullying prevention program, the Olweus Bullying Prevention Program.

In a second project, Dr. Stephen Leff at the Children’s Hospital of Philadelphia developed and is currently testing the Partner for Prevention (P4P) program to address aggression and bullying in elementary schools. P4P includes a classroom program, consultation for teachers and playground and lunchroom staff, and community outreach to engage parents in efforts to address bullying.

In both projects, the initial development work was accomplished using a community-based participatory research framework. Both projects used community stakeholder input to develop programs that support social and problem solving skill development for students as well as a positive school climate. Drs. Sullivan, Sutherland, and Leff shared their insights from doing this type of work and collectively emphasized the importance of creating partnerships with schools and attending to the unique strengths and needs of each school.

What are some key elements of developing school-wide bullying prevention programs?

Drs. Sullivan and Sutherland: One key element is to work with administrators, teachers, and other school staff to understand school dynamics that foster prosocial behavior and those that may place students at risk for exposure to bullying behaviors (e.g., places in the school such as stairwells or bathrooms). Another is to have a strong school committee to assist with developing the program in order to maximize the relevance and meaningfulness of the interventions for students and school staff.

Dr. Leff: It is important to understand how the school has tried to address problems such as bullying in the past, as this provides important information about how to work best with formal and informal school leaders, and how your program can complement successful efforts already in place or support in areas that have been challenging. 

What are some keys to successful implementation?

Drs. Sullivan and Sutherland: One key to successful implementation is to monitor implementation progress via the collection of fidelity data, including data on student engagement (which schools are very interested in) and share these data with teachers and other staff, both to reinforce strong aspects of implementation as well as to highlight areas that need improvement. Another is to successfully engage with administrators; the more involved and supportive they are, the more successful implementation will be.

Dr. Leff:

  1. Establishing buy in from the principal, teachers, lunch-recess supervisors, and students.
  2. Developing internal champions within schools to help promote the program and speak to other teachers about the importance of the work.
  3. Discussing how to make programs sustainable is a conversation that needs to occur from day one.

What are the challenges to doing these types of school-wide interventions?

Drs. Sullivan and Sutherland: School-wide interventions are complex and ensuring that each component (individual, classroom, and school) is working well takes considerable effort.

Dr. Leff: These programs can be difficult to implement due to competing demands such as scores on state-wide and national testing. One of the main strategies is to help teachers understand how programs such as ours are able to improve the classroom teaching climate and thereby support academic and social-emotional functioning of the students. 

What have you learned from doing this type of work?

Drs. Sullivan and Sutherland: It’s a two-way street - we as researchers need to work hard to develop trust with the teachers, administrators and school staff, supporting them at every turn which can result in the long-term in a win-win for all parties.

Dr. Leff: One of the biggest lessons learned during the P4P has been how much the partnership between a school and team impacts the success of the program.

These two research studies are ongoing. As study results become available, we will learn whether these innovative interventions show promise for reducing incidents of bullying and improving students' achievement in school. Stay tuned!

Comments? Questions? Please send to IESResearch@ed.gov.

The growing field of statistics

By Lauren Musu-Gillette

In 2010, the United Nations General Assembly adopted October 20th as World Statistics Day. Over 130 countries and areas of the world joined in the inaugural World Statistics Day celebration. October 20, 2015 is the second time World Statistics Day will be celebrated. This day is intended to highlight the important contributions statistics and statisticians make to a wide array of national and international activities.  The theme for World Statistics Day 2015 – “Better data. Better lives.” – reflects the important role that statistics plays in helping businesses, governments, and the public make informed decisions.

Careers in statistics are varied, and cover a range of areas that include politics, economics, finance, and governance. As the interest in data-driven decision making grows, so too does the demand for statisticians.  The Bureau of Labor Statistics estimates that the job growth for statisticians will be much faster than the average overall job growth. As a reflection of that growth, the number of degrees conferred in the field of mathematics and statistics has increased over the last decade. For example, in 2002–03 there were 12,505 bachelor’s degrees conferred in mathematics and statistics and in 2012–13, there were 20,453 degrees conferred in this field. During this period, the number of degrees conferred also increased for master’s degrees (from 3,620 to 6,957), and doctor’s degrees (from 1,007 to 1,823). 


Bachelor’s degrees in mathematics and statistics conferred by postsecondary institutions, by sex of student: 2002-03 through 2012-13SOURCE: National Center for Education Statistics, Integrated Postsecondary Education Data System (IPEDS). See Digest of Education Statistics 2014, table 325.65.


While the number of degrees conferred in mathematics and statistics increased for both males and females over the past decade, the percentage of bachelor’s degrees conferred to males in 2012–13 was higher than the percentage for females (57 vs. 43 percent). Similarly, a higher percentage of master’s degrees in this field were conferred to males in 2012–13 (60 vs. 40 percent), and the same was true for doctor’s degrees (71 vs. 39 percent).

By collecting and disseminating data on the number of degrees conferred in different fields, NCES can help researchers, policy-makers, and the public to determine whether the changing demands of the workforce are likely to be met.

To find out more information about World Statistics Day, please visit https://worldstatisticsday.org/

Did you know that NCES has a Kids' Zone?

By Lauren Musu-Gillette

Join us in celebrating World Statistics Day on October 20, 2015!

While most of NCES’ products are designed for education stakeholders such as teachers, school administrators, and researchers, the Kids' Zone is designed for use by some of our most important consumers - students! The Kids' Zone contains features such as a dice game that helps students learn about probability and statistics, links to online tools where students can find information on their school, and a graph creation tool.

According to the graph above, which element forms the second greatest portion of the earth’s crust?

  1. Oxygen
  2. Silicon
  3. Aluminum
  4. Iron
  5. Calcium

The above question is an example of an 8th grade mathematics question that can be answered using the Dare to Compare feature of the NCES Kids' Zone. This feature of the NCES Kids' Zone allows you to choose questions (5, 10, 15, or 20) from different subject areas (Civics, Economics, Geography, History, Mathematics, or Science) asked at different grade levels depending on the subject selected (4th grade, 8th grade, 9th grade, or 12th grade). After you answer the questions, your answers are scored and you can see how you compared to students in that age range either nationally or internationally. For example, on this question 87 percent of U.S. 8th graders selected the correct response of Silicon on a past NAEP assessment.

Create a Graph can be used by teachers and students. In fact, Create a Graph is one of the most frequently visited pages on the NCES website. Using this tool, you can create bar graphs, line graphs, pie graphs, area graphs, or you can choose an XY plot in order to plot individual points. For example, everyone in class could answer a series of questions using Dare to Compare. Then, the class could calculate what percentage of the class responded correctly to certain items and graph that percentage along with the percentage of students who answered the question correctly in different regions of the U.S., or different countries. We encourage you to join us in celebrating World Statistics Day on October 20, 2015 by planning a fun activity, such as the one suggest above, using the NCES Kids' Zone. Follow us on Twitter @EdNCES for other ideas and announcements about World Statistics Day.

There are a lot of fun features on the NCES Kids' Zone – so go ahead and explore!