Altmetrics are tools for measuring the impact of research beyond scientific communities. In general, they measure online mentions of scholarly outputs, such as on online social networks, blogs, and news sites. Some stakeholders in higher education have championed altmetrics as a new way to understand research impact and as an alternative or…

Marketing is an essential component of an effective enrollment management plan. The broad mission of a comprehensive community college requires multiple, targeted communications campaigns. Institutional research can contribute to marketing success at all phases of decision making.

Multilevel modeling (MLM) gives researchers the ability to make inferences about organizations where nesting factors will bias results and the assumption of independence is not tenable. This article provides an overview of the variety of data sources that lend themselves to conducting institutional research (IR). It not only serves as a repository…

The community college environment is complex and dynamic, requiring constant monitoring. To ensure that workforce education, a core component of community colleges' missions, remains aligned with colleges' environments, responsive to employers' needs, suited to students' interests and abilities, and current in content and technology, it is…

Intercollegiate athletics is no longer an area of interest solely for coaches and athletic administrators; increasingly, this field has captured the curiosity of faculty, researchers, and the general public. Such attention has the potential to greatly affect the course the field of intercollegiate athletics takes in the years to come.…

Evaluative statements from alumni have legitimacy with both internal and external stakeholders. Thus, alumni studies can provide valuable evidence of institutional effectiveness and lend themselves to both locally designed and commercial survey instruments for data collection. Under ideal conditions, the results of alumni studies equip faculty and…

Institutional researchers can take advantage of a variety of resources for understanding sustainability issues and keeping abreast of developments on this front. Models exist both within and outside of higher education for analyzing and presenting data. Sustainability Indicators in Comprehensive Sustainability Reports and Fact Books are appended.…

Sources of information on the topic of academic planning are presented. (Author/MLW)

Useful reference material and a list of professional associations are provided for the institutional researcher interested in qualitative research. (MSE)

Major categories of national higher education data are outlined and descriptions and sources are provided for over 50 databases. Categories include institutional descriptors, enrollments/completions, student demography, student longitudinal data, financial aid, institutional financial support, tuition/fees, faculty/staff salaries and benefits,…

Setting up a successful interinstitutional data-sharing project involves commonsense guidelines: be clear about what is wanted, take advantage of what already exists, use appropriate technology, staff adequately, recognize institutional differences, and concentrate on achieving insight rather than precision. (Author/MSE)

Twenty-seven key resources for understanding, researching, and managing organizational climates and cultures are cited and described. The articles, books, and monographs reflect a relatively recent wave of interest in culture as a tool for understanding organizational settings. (Author/MSE)

Institutional researchers are often called on to compare financial performance across institutions as part of comprehensive institutional management teams. Several types and sources of national data, including databases and publications, are appropriate for this, each with particular strengths and limitations. Three sources also provide…

Organizations, programs, and other resources for data sharing in higher education are listed and described, with addresses provided. They include existing data-exchange programs and consortia, survey programs and databases, and a list of papers presented at the 35th Forum of the Association for Institutional Research. (MSE)

It is proposed that numerous national surveys of faculty since the late 1960s provide institutional researchers and others with rich sources of descriptive data to help address the shifting national issues and institutional concerns related to faculty resources. An annotated list of 12 major faculty surveys is appended. (MSE)