Our MIRO Glossary of Terms features words commonly used in the field of Institutional Research, as well as terminology used in reports developed by Mānoa Institutional Research Office. If there is a definition you feel we’ve missed or something you think we could explain a little bit better, please email us at .

A  |  B  |  C  |  D  |  E  |  F  |  G  |  H  |  I  |  J  |  K  |  L  |  M  |  N  |  O  |  P  |  Q  |  R  |  S  |  T  |   U  |  V  |   W  |  X  |  Y  |  Z


Index of Acronyms

MIRO   Mānoa Institutional Research Office (Institutional Research Office at UH-Mānoa)
IRAO    Institutional Research and Analysis Office (Institutional Research Office at UH system)

IPEDS   The Integrated Postsecondary Education Data System

NCES   National Center for Education Statistics

AIR    Association of Institutional Research

CDS   Common Data Set

FTE   Full-time Equivalent

SSH   Student Semester Hour

CIP   Classification of Instructional Programs

GPA   Grade Point Average

NSSE   National Survey of Student Engagement

FSSE   Faculty Survey of Student Engagement

CIRP   Cooperative Institutional Research Program

IRB   Institutional Review Board


Glossary of Terms


Academic Year (AY)

The academic year begins in the fall semester, continues through the spring semester, and ends in summer. Academic Year 2014 (or AY14-15) includes fall semester of 2014, and the spring and summer semesters of 2015.

Acceptance Rate

The percentage of applicants to a program or institution who are offered admission; also called the admit rate.


The process by which an institution’s academic programs are reviewed by external agencies that evaluate the institution’s ability to deliver the education it promises. Regional accreditation for UH Mānoa comes from Western Association of Schools and Colleges Accreditation  (WASC). The professional schools and various other programs are accredited by their separate professional groups. Click here for a list of accredited programs at UH Mānoa.

Admitted Student

Applicant who is offered admission to a degree-granting program at an institution (Common Data Set).

[ B ]

Benchmark Institution

An institution similar to UH Mānoa in many respects, such as student headcount, level and span of degree programs, scope, and mission; possesses characteristics that we aspire to achieve. Click here for a list of benchmark institutions.

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[ C ]

Carnegie Classification

An institutional classification structure developed by the Carnegie Foundation for the Advancement of Teaching and used to identify groups of roughly comparable institutions. Classifications are based on a number of characteristics, including highest degree awarded and level of research activity. UH Mānoa’s classification is Research Universities (very high research activity).

Census Date

For institutions operating under a traditional academic year calendar, enrollment is reported as of the institution’s official fall reporting date or October 15 (IPEDS). At UH Mānoa, the census date for student is the fifth Friday of the term for Fall and Spring semesters and the tenth Friday for summer. Click here  to find the current Census Date schedule. For faculty and staff reporting, the census date for annual report is usually October 31st.

Classification of Instructional Programs (CIP)

A taxonomic coding scheme for postsecondary instructional programs, intended to standardize the organization, collection, and reporting of data about enrollment, degrees awarded, and other aspects of educational programs. The CIP is the accepted federal government statistical standard on instructional program classifications and is used in a variety of education information surveys and databases (IPEDS).

Classified Students

Classified students are students who are pursuing an undergraduate or graduate degree.


A group of people who share a common characteristic or experience within a defined time period. In institutional research, cohorts usually consist of full-time, first-year students who begin college in a given fall.

College Navigator

A web tool that provides selected IPEDS data to assist students, parents, high school counselors, and others obtain information about nearly 7,000 postsecondary institutions in the United States and other areas. It offers a wide range of information including programs offered, retention and graduation rates, aid available, campus safety, accreditation, and estimated student expenses.

Common Data Set (CDS)

A collaborative effort among data providers in the higher education community and publishers as represented by the College Board, Thomson Peterson’s, and U.S. News & World Report. The combined goal of this collaboration is to improve the quality and accuracy of information provided to all involved in a student’s transition into higher education, as well as to reduce the reporting burden on data providers. The CDS is a set of standards and definitions of data items rather than a survey instrument or set of data represented in a database. Each of the higher education surveys conducted by the participating publishers incorporates items from the CDS as well as unique items proprietary to each publisher. Consequently, the publishers’ surveys differ in that they utilize varying numbers of items from the CDS. Learn more about CDS here.

Cooperative Institutional Research Program (CIRP) Freshman Survey

A national survey used to collect demographic and attitudinal information about incoming students. It measures trends in higher education and serves as a baseline for longitudinal follow-up. Office of Student Affairs at UH Mānoa administers the CIRP Freshman Survey. The last administration was in 2013. Click here for a list of research and assessment reports.

Cost of Attendance

The average amount believed to be adequate to cover the tuition, fees, books, and living expenses of the student for the 9 month academic year.

[ D ]


Students enrolled in courses for credit and recognized by the institution as seeking a degree. High school students also enrolled in postsecondary courses for credit are not considered degree-seeking (IPEDS).

Doctor’s degree – professional practice

A doctor’s degree that is conferred upon completion of a program providing the knowledge and skills for the recognition, credential, or license required for professional practice. The degree is awarded after a period of study such that the total time to the degree, including both pre-professional and professional preparation, equals at least six full-time equivalent academic years. Some of these degrees were formerly classified as “first-professional” (IPEDS). At UH Mānoa, the DARCH, JD, MD, DNP, and EdD degrees are considered professional practice doctorates.

Doctor’s degree – research/scholarship

A PhD or other doctor’s degree that requires advanced work beyond the master’s level, including the preparation and defense of a dissertation based on original research, or the planning and execution of an original project demonstrating substantial artistic or scholarly achievement (IPEDS). At UH Mānoa, the PhD and DrPH are considered research doctorates.

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[ E ]


At UH Mānoa, ethnic statistics are reported for Asian and Native Hawaiian/Pacific Islander racial groups. Ethnic groups among Asian include Japanese, Chinese, Filipino, Korean, Thai, Vietnamese, Laotian, Asian Indian, Other Asian, and Mixed Asian. Ethnic groups among Native Hawaiian or Pacific Islander include Native Hawaiian or Part-Hawaiian, Guamanian or Chamorro, Micronesian, Samoan, Tongan, Other Pacific Islander, and Mixed Pacific Islander. Click here for more information.

[ F ]


Persons identified by the institution as such and typically those whose initial assignments are made for the purpose of conducting instruction, research or public service as a principal activity (or activities). They may hold academic rank titles of professor, associate professor, assistant professor, instructor, lecturer or the equivalent of any of those academic ranks. At UH Mānoa, Faculty include instructional faculty, research faculty, specialist, librarian, extension agent, and lecturer. The Executive Policy – Classification of Faculty provides detailed definition of faculty definition.

Faculty Ranks 

Faculty Ranks include Professor, Associate Professor, Assistant Professor, and Lecturer. The Executive Policy – Classification of Faculty provides detailed definition on duties and responsibilities of faculty with different ranks.

First Professional Degree

According to the U.S. Department of Education, First-professional degrees represent a category of qualifications in professional subject areas that require students to have previously completed specified undergraduate coursework and/or degrees before enrolling.  They are considered graduate-level programs in the U.S. system because the follow prior undergraduate studies, but they are in fact first degrees in these professional subjects. A first-professional degree is an award that requires completion of a program that meets all of the following criteria: (1) completion of the academic requirements to begin practice in the profession; (2) at least 2 years of college work prior to entering the program; and (3) a total of at least 6 academic years of college work to complete the degree program, including prior required college work plus the length of the professional program itself. Click here for more information.

First-time, first-year (freshman) student

A student attending any institution for the first time at the undergraduate level. Includes students enrolled in the fall term who attended college for the first time in the prior summer term. Also includes students who entered with advanced standing (college credits earned before graduation from high school).

Fiscal Year (FY)

A 12-month period used for calculating annual financial reports. At UH Mānoa, the State fiscal year runs from July 1 through June 30.

Full-Time Equivalent (FTE) Employee

A full-time equivalent measure is a way of equating the number of full- and part-time individuals. For Lecturers, FTE is based on the number of credit hours taught and the type of institution. At UH Mānoa, 7 credits = 50% FTE. Please contact the Human Resources Office for more details.

Full-Time Equivalent (FTE) Student

FTE refers to Full-Time Equivalent. It is a key metrics for measuring the enrollment. Two common methods are used to calculate FTE, one method is based on students’ full-time part-time status (Full-time = 1 FTE and Part-time = 1/3 FTE); the other method is based on number of credits (UG credits/15 and GR credits/12).

Full-Time Student

Generally, an undergraduate student enrolled for 15 or more credits or a graduate student enrolled for 12 or more credits in a semester.

[ G ]

Geographic Origin

A measurement developed by Mānoa Institutional Research Office to identify the geographic region a student comes from. Options include state of Hawai’i, U.S. Mainland, U.S. National/CFAS, and international.

Grade Point Average (GPA)

Grade point averages (GPA) are determined by dividing the total number of grade points by the total number of credit hours for which a student has received letter grades (excluding I, NC, CR, W, or L). The semester GPA is calculated on any one semester’s credits and grade points. The cumulative GPA is calculated on all such work taken at At UH Mānoa. Click here for more information.

Graduate Division 

At UH Mānoa, Graduate Division has overall responsibility for all aspects of graduate education. The Graduate Division oversees (1) development, implementation and assessment of graduate programs; (2) appointment and evaluation of graduate chairs and faculty; (3) admission and guidance of graduate students from matriculation through graduation.

Graduation Rate

The percentage of students in a given cohort who graduate within a specified period of time. Four year, Six years, and eight years are typical standard for measuring a first-time, full-time cohort’s graduation rate.

[ H ]

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Headcount Enrollment

Number of students who attend schools regardless of full-time part-time status, or amounts of credits taken.

Headcount (unduplicated)

The sum of students enrolled for credit with each student counted only once during the reporting period, regardless of when the student enrolled (IPEDS).

High School Class Rank

The relative numerical position of a student in his or her high school graduating class, calculated by the high school on the basis of grade-point average, whether weighted or unweighted.

[ I ]

International Student

At UH Mānoa international students are defined as non-citizens for internal reporting purpose, but defined as either non-citizens, resident aliens, or US Nationals/CFAS Citizens for some international rankings according to those rankings’ definitions.

International Ranking

College and university rankings are rankings of institutions in higher education, ordered by combinations of factors. Four most popular international rankings include Shanghai Jiao Tong University’s Academic Ranking of World Universities, QS World University Ranking, TIMES World University Ranking, and U-MultirankIn addition to entire institutions, specific programs, departments, and schools are ranked.

IPEDS (Integrated Postsecondary Education Data System)

The core postsecondary education data collection program for the U.S. Department of Education. IPEDS is a single, comprehensive system designed to encompass all postsecondary institutions and educational organizations. The IPEDS system is built around a series of interrelated surveys to collect institution-level data in such areas as enrollments, program completions, faculty, staff, and finances.

[ J ]


[ K ]


[ L ]

Leaver’s Study

A mixed method study that was led by Student Affairs to understand perspectives of students who left the institutional without achieving a degree, conducted twice in 2006 and 2012.

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 [ M ]


Enrolled in a degree program.

[ N ]

National Survey of Student Engagement (NSSE)

The National Survey of Student Engagement focuses on the quality of undergraduate learning and assesses the extent to which students engage in educational practices that have shown to be associated with high levels of learning and development. The survey is administered to first-year students and seniors.

Non-Degree Seeking

Students take courses but do not aim at getting a degree from the university. They might take courses due to specific needs or self-satisfaction.

Nonresident alien

Yang needs to rewrite: A person who is not a citizen or national of the United States and who is in this country on a visa or temporary basis and does not have the right to remain indefinitely.

[ O ]


[ P ]

Peer Institution

An institution similar in role, scope, or mission to UH Mānoa that is used to Peer Analysis. ). Click here (insert MIRO new link) for a list of peer institutions.


A combined measure or enrolled or graduated to indicate student success. Persistence rate is the combined rate of cohort who still enrolled or have graduated.

[Q, R ]


Categories that are used to describe groups to which individuals belong, identify with, or belong in the eyes of the community. At UH Mānoa, a person who reports to have non-citizenship will be reported as a nonresident alien or international student. After that, if a person reports to have Hawaiian origin or one of the following ethnicity categories: Hawaiian or Part-Hawaiian, Guamanian or Chamorro, Mixed Pacific Islander, Micronesian, Samoan, Tongan, or Other Pacific Islander, he/she will be reported as Native Hawaiian or other Pacific islander. Otherwise, the person will be reported as whatever he/she reports. Overall, race consists of American Indian or Alaska Native, Asian, Black or African American, Hispanic/Latino, Multiracial, Native Hawaiian or other Pacific Islander, Nonresident aliens, Race and/or ethnicity unknown, and White. Click here for more information.

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Regression Modeling

A statistical method that is used to predict one variable from one or more than one variable. Predictions help us understand the relationships among variables, which in turn, enable us to account for past events or even forecast future events.

Resident alien or other eligible non-citizen

A person who is not a citizen or national of the United States and who has been admitted as a legal immigrant for the purpose of obtaining permanent resident alien status.

Retention Rate

Student retention is the re-enrollment of (typically) undergraduate students from college matriculation through the completion of a college degree. Student retention cohorts may be defined in various ways, e.g., first-time full-time, first-time part-time, etc.; likewise, the retention rate may be calculated in different ways, for example, from the freshman to sophomore year or from the first fall enrollment through the expected graduation date.

[ S ]

SAT Composite Score

The SAT composite score is the sum of the test-taker’s scores on the three sections of the SAT Reasoning Test: the writing section, the critical reading (formerly verbal) section, and the mathematics section. The maximum score is 2400.

Student/Faculty Ratio

The ratio of full-time equivalent students to full-time equivalent instructional faculty. Undergraduate or graduate student teaching assistants are typically not counted as faculty when calculating an undergraduate student/faculty ratio.

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[ T ]


A commitment that assures academic freedom by protecting designated faculty members from dismissal or disciplinary action because their views may be unpopular or contrary to the views of others. Tenure may be awarded to a faculty member through a review process initiated after a specific number of years of service. The award of tenure gives the faculty member the “contingent right” to continued employment, and may be terminated only for just cause after a careful process. Some faculty positions are not designated as being in the “tenure track” (the path leading to consideration for tenure).

Time to Degree (or Time to Completion)

Number of calendar years that elapsed between the start of a student’s first term as a degree-seeking student and graduation (commencement date). It is usually calculated by creating a graduation cohort that consists of the students who completed a type of degree (for example, Bachelor’s degree) in a given year, and looking backwards to measure the amount of time (including summers) between their first term as a degree-seeking student and graduation (commencement date).

[ U/V ]


[ W ]


[ X, Y, Z ]

Yield Rate

The percentage of admitted students who enroll.

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