Note on the Data Used to Construct Degree-Related Indicators
The data that form the basis of these indicators are drawn from the National Center
for Education Statistics’ (NCES) Higher Education General Information System (HEGIS)
and its successor, the Integrated Postsecondary Educational Data System (IPEDS),
through which institutions of higher learning report on the numbers and characteristics
of students completing degree programs (as well as various other areas of information;
for more on this major data collection program, see
http://nces.ed.gov/ipeds/). The HEGIS/IPEDS degree-completion
data going back to 1966 have been made easily accessible to researchers and the
general public by the National Science Foundation (NSF) via its online data analysis
tool
WebCASPAR. The foundation has
traditionally used the NCES data to tabulate science and engineering degree awards
as part of its
Science and Engineering Indicators Program, which since 1972 has issued a biennial report
designed to provide public and private policymakers a broad base of quantitative
information about the U.S. science, engineering, and technology enterprise.
In the process, the NSF has developed a set of standardized disciplinary classifications
that can be used across the various data sources it relies upon to construct its
indicators. Because the NSF focuses on trends in science and engineering education,
the disciplinary classifications are most detailed in these areas. By contrast,
the NSF’s disciplinary categories for the humanities are neither as inclusive nor
as specific, and this limits the usefulness of the NSF classification system for
the purposes of the Humanities Indicators. Thus, for example, the NSF scheme does
not distinguish between the academic study of the arts, considered by the Humanities
Indicators to be part of the humanities, and art performance. This makes it impossible
for the Humanities Indicators to include in its tally those degrees conferred in
the areas of musicology, art history, film studies, and drama history/criticism.
Moreover, while the NSF system does provide degree counts for disciplines such as
archeology, women’s studies, gay and lesbian studies, and Holocaust studies, it
treats these disciplines as social sciences, not humanities as they are considered
to be here. Additionally, in the NSF system, interdisciplinary degrees in areas
such as general humanities and liberal studies are placed in a broad “Other” category
that includes degrees for many disciplines that are clearly not within the purview
of the humanities as they are used by the Humanities Indicators Project. Consequently,
such interdisciplinary degrees, along with those mentioned above, cannot be captured
in humanities degree counts from 1966 to 1987.
For the year 1987 and later, however, the NSF also categorizes earned degrees according
to the more detailed Classification of Instruction Programs (CIP), which permits
a more precise count of humanities degrees; that is, a count that includes degrees
in all those programs that are part of academic disciplines included within the
scope of the “humanities” for the purposes of the Humanities Indicators. (For an
inventory of the disciplines and activities treated as part of the “humanities”
by the Indicators, see
Statement on the Scope of the “Humanities” for Purposes of the Humanities Indicators.)
The CIP was first developed by the NCES in 1980 as a way to account for the tremendous
variety of degree programs offered by American institutions of higher learning and
has been revised three times since its introduction, most recently in 2000. The
CIP has also been adopted by Statistics Canada as its standard disciplinary classification
system. While the CIP greatly facilitates comparisons between the two countries,
such comparisons are beyond the present scope of the Humanities Indicators Project.
For its purposes, though, the CIP has several advantages over the NSF system. For
example, because the older system grouped degrees in the nonsectarian study of religion
with those awarded in programs designed to prepare students for religious vocations
and because the latter type of degree is much more common, the Humanities Indicators
could not include what the NSF considers to be degrees in religion in their tabulations
prior to 1987. With CIP-coded data, however, academic disciplines such as comparative
religion can be separated from vocational programs such as theology and thus can
be included here. Additionally, when using CIP-coded data, the Humanities Indicators
can include degrees in all the disciplines mentioned above, from art history to
Holocaust studies, in its counts of humanities degrees from 1987 onward. For an
inventory of the NSF and CIP disciplinary codes included by the Humanities Indicators
under the broad field headings used throughout this document (“humanities”, “natural
sciences”, etc.), see the
NSF and CIP Discipline Code Catalog. For the humanities, this catalog lists
the many degree programs that are counted within specific disciplines (e.g., English
degrees include those classified under CIP as being in “English Language and Literature,”
“American Literature,” and “Creative Writing,” among others).
In constructing indicators that track historical trends in the academic humanities,
the project has employed completion data that were classified using both the NSF
and CIP systems. In these cases, either a note accompanying the chart and/or a break
in the trend line indicates where the NSF classification leaves off and the CIP-based
one begins. For those indicators reporting degree data gathered in 1987 or more
recently, CIP-coded data are used. The data presented on the ethnic distribution
of degree recipients are the one exception to this rule. Because such data are not
available via WebCASPAR by detailed CIP code, they are presented using NSF’s standardized
categories. (See also the
Note on the Calculation of Shares of Degrees Awarded to Members of Traditionally Underrepresented Ethnic Groups.)
In the case of several of the degree-related indicators, the humanities are compared
to certain other fields such as the sciences and engineering. The nature of these
fields has been specified in the
Statement on the Scope of the “Humanities” for Purposes of the Humanities Indicators.
These broad fields do not encompass all postsecondary programs. Therefore, where
fields are being compared in terms of their respective shares of all degrees, the
percentages will not add up to 100%. Also, none of the graphs showing change over
time includes a data point for the academic year 1999, as the NCES did not release
data for that year.
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