There are a number of ways that student investment can be measured, including full cost of attendance (COA, also known as sticker price), net price (COA minus grant aid), and opportunity costs in the form of forgone earnings. This paper explores those options and makes recommendations for how student investment should be measured with ideal data…

As support continues to grow across the country and across the political spectrum for the federal student-level data network (SLDN) proposed in the College Transparency Act (CTA), IHEP partnered with AEM Education Services, with input from RTI International, to further build out a roadmap to support the implementation of the SLDN. "Frameworks…

In April 2022, HB22-1255, "Concerning Measures to Improve Postsecondary Education Outcomes for Students with Disabilities" was signed into law by Governor Jared Polis. This is the first statewide report to include data on students with disabilities (SWDs). Colorado colleges and universities needed to develop processes and procedures to…

Individuals with autism spectrum disorder (ASD) are completing high school with reasonable expectations for postsecondary success. College educators are likely ill prepared to provide appropriate support for these students. Based on personal interviews with a diverse group of students with autism, this study (a) amplifies these students' voices,…

The purpose of this study is to use Indigenous data collection to present construct validity of an instrument designed to test the American Indian/Alaska Native Millennium Falcon Postsecondary Persistence Model (Lopez, 2018). In the following, I describe an alternative sampling technique based on an Indigenous quantitative methodology to examine…

The issue of student retention and graduation from postsecondary institutions has grown in stature over the past decade. While the last 40 years of federal and state policies have focused largely on access to college, there is now a very real interest in not only getting students into college but also helping them earn baccalaureate and other…

The U.S. Department of Education's (ED's) National Center for Education Statistics (NCES) National Postsecondary Student Aid Study (NPSAS) is the nation's preeminent source of information on how students and their families pay for college. This paper explores how NCES can leverage linkages to federal and non-federal data sources to improve…

This publication describes the methods and procedures used for the 2017-18 National Postsecondary Student Aid Study, Administrative Collection (NPSAS:18-AC). It also provides information that will be helpful to analysts in accessing and understanding the restricted-use files containing the NPSAS:18-AC data. NPSAS:18-AC includes cross-sectional,…

This report reflects student-level data submitted by 21 of British Columbia's (BC) public post-secondary institutions, including colleges, institutes and seven universities. The data include: student headcount totals by institution as well as student headcount by Aboriginal identity, age group, gender, and program area for the academic year…

Employers are demanding higher skilled and better educated workers. Yet employer sentiment and the high default rate on student loans suggests a mismatch between the programs students are completing and the work they are able to find. To report on trends in postsecondary education, the U.S. Department of Education (ED) mostly relies on surveys of…

To promote inclusivity in quantitative research about lesbian, gay, bisexual, and queer (LGBQ) students, scholars must first understand how sexual orientation data are collected in higher education survey research (Garvey, 2014; Rankin & Garvey, 2015). There is one research question that guides this study: How is sexual orientation demographic…

The resources needed to conduct high-quality and large-scale survey research are often beyond the reach of institutional researchers and higher education analysts. However, the National Center for Education Statistics (NCES) provides many national student surveys that researchers can utilize. We outline four NCES studies--the High School…

Recently organizations have begun to realize the potential value in the huge amounts of raw, constantly fluctuating data sets that they generate and, with the help of advances in storage and processing technologies, collect. This leads to the phenomenon of big data. This data may be stored in structured format in relational database systems, but…

Increasing numbers of individuals with autism spectrum disorder (ASD) are enrolling in post-secondary academic institutions. However, research indicates that post-secondary students with ASD are struggling more than their typically developing peers, with high rates of loneliness, anxiety, depression, and an increased incidence of dropping-out…

Earning a college degree has long been critical to unlocking many high-paying jobs -- and, as a result, to economic mobility and security. Increasingly, however, the traditional "norm" of a college student--one who enrolls straight out of high school, receives some support from their parents, lives on campus, and does not have…