A Data Based Assessment of Research Doctorate Programs in the United States

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1 A Data Based Assessment of Resear rch Doctorate Programs in the United States National Research Council Initial Analysis for University of California, Davis Graduat te Program in Civil and Environmental Engineering

2 Table of Contents About the NRC Study... 1 UC Davis Coordination... 1 Rankings by Lead Dean... 2 S Rankings by Lead Dean... 2 R Rankings by Lead Dean... 3 Dimensional Measures... 4 Research Activity by Lead Dean... 4 Student Support & Outcomes by Lead Dean... 5 Diversity by Lead Dean... 6 Civil & Environmental Engineering (Civil Engineering) (GECE)... 7 Distribution of Range of Rankings by Percentile within the NRC Field... 9 Key to Distribution of Range of Rankings Tables... 9 Distribution of Range of Rankings... 9 Graphs of Program Rankings All NRC Rankings, by Program S Rankings by Field R Rankings by Field Dimensional Measures... Research Activity by Field... Student Support & Outcomes by Field Diversity by Field... NRC Tables... Dimensional Measures Page ii

3 About the NRC Study The National Research Council (NRC) has reported the results of its latest project to assess U.S. research doctorate programs. This is the most comprehensive survey of research doctorate programs in the United States. The NRC has reported data for 5000 programs at 212 different institutions across 62 fields of study. Each participating university provided data at an institutional level, at the program level and at the faculty level. Additionally, students in five selected fields were invited to complete questionnaires regarding their programs. The assessment offers data for each program on 20 characteristic variables: Publications per allocated faculty member Citations per publication Percent faculty with grants Percent faculty Interdisciplinary Percent non Asian minority faculty Percent female faculty Awards per allocated faculty Average GRE Q Percent 1st yr. students with full support Percent 1st yr. students with external funding Percent non Asian minority students Percent female students Percent international students Average PhDs 2002 to 2006 Percent completing within 6 years Time to degree Percent students in academic positions Student work space Health insurance Number of student activities offered The assessment also illustrates how the data can be used to rank the quality of programs based on the importance of particular characteristics to various users. It does not include an authoritative declaration of the 'best programs' in given fields, as the study committee concluded that no single such ranking can be produced in an unambiguous and rigorous way. Rather, to illustrate how the data can be used to assess and compare the quality of programs, the report offers five sets of rankings of programs in each field. These illustrative rankings should not be interpreted as definitive conclusions about the relative quality of doctoral programs, nor are they endorsed as such by the National Research Council. Rather, they demonstrate how the data can be used to rank programs based on the importance of particular characteristics to various users in this case, to faculty at participating institutions. The approach used to generate the illustrative rankings incorporates both data on program characteristics and faculty values. For each program, the study analyzed data on 20 characteristics, "weighing" the data according to the characteristics valued most by faculty in that field. The rankings are given in broad ranges rather than as single numbers, to reflect some of the uncertainties inherent in any effort to rank programs by quality. The full set of illustrative rankings includes overall rankings based on weights of characteristic variables determined from a direct survey that asked faculty to rate the importance of the 20 different program characteristics in determining the quality of a program (S weights). In addition, a second set of rankings is based on an indirect way of determining the importance faculty attach to various characteristics. First, groups of randomly selected faculty were asked to rate the quality of a sample of representative programs in their field. Based on the sample program ratings, weights were assigned to each of the 20 characteristics using statistical techniques (R weights). Additional rankings are based on research activity, student support and outcomes and diversity of the academic environment. UC Davis Coordination Jeffery Gibeling, Dean of Graduate Studies, was designated to serve as the UC Davis Institutional Coordinator (IC) for this project. In that capacity, he is the campus liaison to the NRC. Helen Frasier, Director of Analysis and Policy, Office of Graduate Studies, is the principal technical coordinator and contact person for the NRC Assessment Survey on the Davis campus. In July 2006, each eligible program was asked to name a Program Responder (faculty or staff) who will serve as the principal contact person for that program. Page 1

4 Rankings by Lead Dean S Rankings by Lead Dean SOM & SOVM L&S: SS L&S: MPS L&S: HARCS Engineering CA&ES Biological Sciences Population Biology (n=94) 4 Plant Biology (1) 5 Molecular, Cellular & Integrative Physiology (63) Neuroscience (94) Genetics (65) 56 Biophysics (9) Biochemistry & Molecular Biology (9) 33 Cell & Developmental Biology (122) 42 Animal Behavior (94) 51 Entomology () 1 7 Agricultural & Resource Economics () 2 4 Nutritional Biology (44) 3 Food Science () 4 Ecology (94) 5 Plant Pathology (1) 7 42 Geography (49) Ecology (w/ SDSU) (94) 56 Pharmacology & Toxicology (1) Agricultural & Environmental Chemistry (8) Soils & Biogeochemistry (9) Civil & Environmental Engineering (130) 6 Materials Science and Engineering (83) 7 Chemical Engineering (106) Computer Science (1) 51 Biomedical Engineering (74) Transportation Technology & Policy (130) 32 Electrical & Computer Engineering (136) 53 Mechanical & Aeronautical Engineering (127) 55 Applied Science Engineering (1) Spanish (60) 1 6 Performance Studies (27) 4 Music (63) 12 Comparative Literature (46) 14 French (43) English (1) 44 Applied Mathematics (33) 4 Mathematics (127) 9 33 Statistics (61) 12 Chemistry (8) 30 Physics (1) Geology (140) 46 Anthropology (82) 7 21 Political Science (105) 7 Psychology (6) Economics (1) 44 History (1) 40 Sociology (118) Philosophy (90) 53 Microbiology (74) 44 Immunology (78) 56 Comparative Pathology (78) Epidemiology (91) Page 2

5 R Rankings by Lead Dean SOM & SOVM L&S: SS L&S: MPS L&S: HARCS Engineering CA&ES Biological Sciences Plant Biology (n=1) 1 5 Molecular, Cellular & Integrative Physiology (63) 3 27 Population Biology (94) 4 20 Animal Behavior (94) 9 41 Genetics (65) Neuroscience (94) 53 Biochemistry & Molecular Biology (9) Biophysics (9) 44 Cell & Developmental Biology (122) 62 Ecology (94) 1 4 Nutritional Biology (44) 1 5 Agricultural & Resource Economics () 2 5 Entomology () 2 10 Food Science () 4 21 Plant Pathology (1) Geography (49) Pharmacology & Toxicology (1) 72 Ecology (w/ SDSU) (94) Agricultural & Environmental Chemistry (8) 35 Soils & Biogeochemistry (9) Civil & Environmental Engineering (130) 11 Materials Science and Engineering (83) Biomedical Engineering (74) Mechanical & Aeronautical Engineering (127) Chemical Engineering (106) 44 Computer Science (1) Applied Science Engineering (1) 36 Electrical & Computer Engineering (136) 58 Transportation Technology & Policy (130) 73 Performance Studies (27) 6 18 Music (63) 9 30 Comparative Literature (46) 10 Spanish (60) French (43) 35 English (1) 38 Applied Mathematics (33) 5 Statistics (61) 43 Mathematics (127) 47 Chemistry (8) 59 Physics (1) Geology (140) Anthropology (82) Philosophy (90) 35 Political Science (105) Psychology (6) 67 History (1) 50 Sociology (118) 60 Economics (1) Microbiology (74) Epidemiology (91) 13 Comparative Pathology (78) 50 Immunology (78) Page 3

6 Dimensional Measures Research Activity by Lead Dean SOM & SOVM L&S: SS L&S: MPS L&S: HARCS Engineering CA&ES Biological Sciences Population Biology (n=94) Plant Biology (1) Biophysics (9) Molecular, Cellular & Integrative Physiology (63) Genetics (65) Neuroscience (94) Biochemistry & Molecular Biology (9) Cell & Developmental Biology (122) Animal Behavior (94) Agricultural & Resource Economics () Entomology () Food Science () Nutritional Biology (44) Plant Pathology (1) Ecology (94) Geography (49) Pharmacology & Toxicology (1) Ecology (w/ SDSU) (94) Agricultural & Environmental Chemistry (8) Soils & Biogeochemistry (9) Materials Science and Engineering (83) Civil & Environmental Engineering (130) Chemical Engineering (106) Computer Science (1) Biomedical Engineering (74) Transportation Technology & Policy (130) Mechanical & Aeronautical Engineering (127) Electrical & Computer Engineering (136) Applied Science Engineering (1) Spanish (60) Music (63) Performance Studies (27) Comparative Literature (46) French (43) English (1) Applied Mathematics (33) Mathematics (127) Chemistry (8) Statistics (61) Physics (1) Geology (140) Political Science (105) Anthropology (82) Psychology (6) Economics (1) History (1) Sociology (118) Philosophy (90) Microbiology (74) Epidemiology (91) Immunology (78) Comparative Pathology (78) Page 4

7 Student Support & Outcomes by Lead Dean SOM & SOVM L&S: SS L&S: MPS L&S: HARCS Engineering CA&ES Biological Sciences Biophysics (n=9) 2 Neuroscience (94) 8 51 Population Biology (94) 8 58 Molecular, Cellular & Integrative Physiology (63) Genetics (65) 22 Animal Behavior (94) Cell & Developmental Biology (122) 68 Plant Biology (1) Biochemistry & Molecular Biology (9) Ecology (w/ SDSU) (94) 2 Entomology () 3 Agricultural & Resource Economics () 5 Food Science () 5 Nutritional Biology (44) 8 25 Ecology (94) 8 51 Geography (49) Agricultural & Environmental Chemistry (8) 11 Pharmacology & Toxicology (1) 35 Plant Pathology (1) 46 Soils & Biogeochemistry (9) 55 Materials Science and Engineering (83) 5 Biomedical Engineering (74) 7 Transportation Technology & Policy (130) 8 Chemical Engineering (106) 18 Computer Science (1) 20 Civil & Environmental Engineering (130) 49 Mechanical & Aeronautical Engineering (127) 57 Electrical & Computer Engineering (136) 68 Applied Science Engineering (1) 68 Comparative Literature (46) 1 14 Performance Studies (27) Spanish (60) French (43) 12 Music (63) 41 English (1) 30 Statistics (61) 6 Applied Mathematics (33) 9 Physics (1) 18 Mathematics (127) Geology (140) Chemistry (8) Political Science (105) 5 Anthropology (82) Philosophy (90) History (1) Sociology (118) 34 Economics (1) 51 Psychology (6) Microbiology (74) 42 Immunology (78) 47 Comparative Pathology (78) 55 Epidemiology (91) Page 5

8 Diversity by Lead Dean SOM & SOVM L&S: SS L&S: MPS L&S: HARCS Engineering CA&ES Biological Sciences Animal Behavior (n=94) Genetics (65) Neuroscience (94) Molecular, Cellular & Integrative Physiology (63) Cell & Developmental Biology (122) Biochemistry & Molecular Biology (9) Plant Biology (1) Population Biology (94) Biophysics (9) Entomology () Geography (49) Food Science () Nutritional Biology (44) Ecology (94) Agricultural & Resource Economics () Ecology (w/ SDSU) (94) Agricultural & Environmental Chemistry (8) Plant Pathology (1) Soils & Biogeochemistry (9) Pharmacology & Toxicology (1) Chemical Engineering (106) Materials Science and Engineering (83) Biomedical Engineering (74) Computer Science (1) Transportation Technology & Policy (130) Civil & Environmental Engineering (130) Applied Science Engineering (1) Electrical & Computer Engineering (136) Mechanical & Aeronautical Engineering (127) Performance Studies (27) Spanish (60) Comparative Literature (46) Music (63) French (43) English (1) Statistics (61) Geology (140) Applied Mathematics (33) Chemistry (8) Mathematics (127) Physics (1) History (1) Economics (1) Anthropology (82) Sociology (118) Philosophy (90) Political Science (105) Psychology (6) Microbiology (74) Immunology (78) Comparative Pathology (78) Epidemiology (91) Page 6

9 Civil & Environmental Engineering (Civil Engineering) (GECE) Program ID: Broad Field: Engineering Field: Civil and Environmental Engineering Website: # Programs: 130 Size Quartile: 4 5 th Percentile: 95 th Percentile: Width of Rankings Band: R Rankings: S Rankings: 6 DIMENSIONAL RANKINGS: Research Activity: Student Support & Outcomes: Diversity: DATA: RESEARCH ACTIVITY: Average Number of Publications ( ) per Allocated Faculty, 2006: 1.74 Average Citations per Publication: 1.30 Percent of Faculty with Grants, 2006: 94.9% Awards per Allocated Faculty Member, 2006: 0. DATA: STUDENT SUPPORT & OUTCOMES: Percent of First Year Students with Full Financial Support, Fall 2005: 86.7% Average Completion Ratio, 6 Years or Less: 67.4% Median Time to Degree (Full and Part Time Graduates), 2006: 4.72 Percent with Academic Plans: 18.5% Collects Data About Post Graduation Employment: No DATA: DIVERSITY: Non Asian Minority Faculty as a Percent of Total Core and New Faculty, 2006: 5.4% Female Faculty as a Percent of Total Core and New Faculty, 2006:.8% Non Asian Minority Students as a Percent of Total Students, Fall 2005: 3.0% Female Students as a Percent of Total Students, Fall 2005:.4% International Students as a Percent of Total Students, Fall 2005: 56.9% DATA: OTHER OVERALL RANKING MEASURES: Average Number of Ph.D.s Graduated, : Percent of Interdisciplinary Faculty, 2006: 36.7% Average GRE Scores, : 776 Percent of Students with External Fellowships, 2005: 0.0% Is Student Work Space Provided? Yes Is Health Insurance Provided? Yes Number of Student Activities (Max=18): 18 Page 7

10 DATA: NOT USED IN RANKING: Total Faculty, Number of Allocated Faculty, Assistant Professors as a Percent of Total Faculty, % Tenured Faculty as a Percent of Total Faculty, % Number of Core and New Faculty, Number of Students Enrolled, Fall Average Annual First Year Enrollment, Percent of Students with Research Assistantships, Fall % Percent of Students with Teaching Assistantships, Fall % DATA: STUDENT ACTIVITIES: KEY: 1=provided for by institution; 2=program support only; 3=both institutional and program support; 4=neither institutional nor program support. Orientation for New Graduate Students 3 International Student Orientation 1 Language Screening / Support Prior to Teaching 3 Instruction in Writing 1 Instruction in Statistics 1 Prizes / Awards for Teaching or Research 3 Assistance / Training in Proposal Writing 1 On campus Graduate Research Conferences 1 Formal Training in Academic Integrity 3 Active Graduate Student Association 3 Staff Assigned to the Graduate Student Association 3 Financial Support for the Graduate Student Association 3 Posted Academic Grievance Procedure 1 Dispute Resolution Procedure 1 Regular Graduate Programs Directors / Coordinators Meetings 3 Annual Review of All Enrolled Doctoral Students 3 Organized Training to Help Students Improve Teaching Skills 3 Travel Support to Attend Professional Meetings Count of Student Activities 3 Page 8

11 Distribution of Range of Rankings by Percentile within the NRC Field Key to Distribution of Range of Rankings Tables KEY: NRC Broad Field Example NRC Broad Field NRC Field UCD Program [program range of rankings] NRC Field. VALUES = Cut off of percentile rankings YELLOW = Range of rankings in top 5% of field overall BLUE = Range of rankings in top 10% of field overall PINK = Range of rankings in top 25% (or 1 st Quartile) of field overall GREEN, program name not highlighted Range of rankings as high as 2nd Quartile overall PURPLE, program name not highlighted Range of rankings as high as 3rd Quartile overall GREY, program name not highlighted Range of rankings as high as 4th Quartile overall MIXED SCORES: The range of rankings for a program does not always fall within the same set of percentiles within the distribution. In such instances, the program's range can only be reported in terms of the highest range in which both rankings fall. For example: Mixed 5% and 10% scores = range in top 10% of field overall Mixed Q2 and Q1 scores = range in 2nd Quartile of field overall NRC s 5th Percentile Ranking Percentile Distribution of Rankings in Field Top Top 1st 2nd 3rd 4th 5% 10% Q Q Q Q NRC s 95th Percentile Ranking Percentile Distribution of Rankings in Field Top Top 1st 2nd 3rd 4th 5% 10% Q Q Q Q x x x x x x x x x x x x x x x x x x x x x x x x x Distribution of Range of Rankings Engineering: Civil and Environmental Engineering 5th Percentile Ranking 95th Percentile Ranking NRC Field UCD Program [program range of rankings] 5% 10% 1st Q 2nd Q 3rd Q 4th Q 5% 10% 1st Q 2nd Q 3rd Q 4th Q S Rankings UCD: Civil & Environmental Engineering [6 ] x x x R Rankings UCD: Civil & Environmental Engineering [11 ] x x x Research Activity UCD: Civil & Environmental Engineering [10 60] x x Student Support & Outcomes UCD: Civil & Environmental Engineering [49 93] x x Diversity UCD: Civil & Environmental Engineering [55 102] x x Page 9

12 Graphs of Program Rankings All NRC Rankings, by Program Civil & Environmental Engineering (Civil Engineering) S Ranking 6 R Ranking 11 DM: Research Activity DM: Student Support & Outcomes DM: Diversity Programs Ranked = 130 Page 10

13 S Rankings by Field NRC S Rankings by Field: Civil and Environmental Engineering (page 1) PRINCETON UNIV. 1 YALE UNIV. 1 CALIFORNIA INSTITUTE OF TECHNOLOGY UNIV. OF CALIFORNIA BERKELEY GEORGIA INSTITUTE OF TECHNOLOGY PENN STATE UNIV. UNIV. OF CINCINNATI MAIN CAMPUS STANFORD UNIV. UNIV. OF CALIFORNIA SAN DIEGO UNIV. OF MICHIGAN ANN ARBOR UNIV. OF VERMONT NORTHWESTERN UNIV. UNIV. OF NOTRE DAME WASHINGTON UNIV. IN ST. LOUIS UCD: Civil & Environmental Engr WASHINGTON STATE UNIV. MASS. INSTITUTE OF TECHNOLOGY UNIV. OF WISCONSIN MADISON UNIV. OF TEXAS AT AUSTIN GEORGIA INSTITUTE OF TECHNOLOGY CARNEGIE MELLON UNIV. UNIV. OF ILLINOIS AT URBANA CHAMPAI UNIV. OF CALIFORNIA IRVINE UNIV. OF ILLINOIS AT URBANA CHAMPAI TUFTS UNIV. UNIV. OF WISCONSIN MADISON UNIV. OF DELAWARE UNIV. OF CENTRAL FLORIDA UNIV. OF SOUTHERN CALIFORNIA UNIV. OF MINNESOTA TWIN CITIES UNIV. OF CALIFORNIA LOS ANGELES RICE UNIV. UNIV. OF FLORIDA VIRGINIA POLYTECHNIC INSTITUTE AND UNIV. OF COLORADO AT BOULDER TEXAS A & M UNIV. ARIZONA STATE UNIV. RENSSELAER POLYTECHNIC INSTITUTE PURDUE UNIV. MAIN CAMPUS UNIV. OF CINCINNATI MAIN CAMPUS WASHINGTON UNIV. IN ST. LOUIS UNIV. OF ALABAMA DUKE UNIV Programs Ranked = 130 Page 11

14 NRC S Rankings by Field: Civil and Environmental Engineering (page 2) KANSAS STATE UNIV. RENSSELAER POLYTECHNIC INSTITUTE WASHINGTON STATE UNIV. RICE UNIV. UNIV. OF WASHINGTON UNIV. OF CONNECTICUT UNIV. OF IOWA UNIV. OF TENNESSEE UNIV. OF ARIZONA UCD: Trans. Technology & Policy MICHIGAN STATE UNIV. UNIV. OF MARYLAND COLLEGE PARK UNIV. OF HOUSTON UNIV. OF FLORIDA UNIV. OF MICHIGAN ANN ARBOR UNIV. OF VIRGINIA STATE UNIV. OF NEW YORK AT BUFFALO NEW JERSEY INSTITUTE OF TECHNOLOGY UNIV. OF MASSACHUSETTS AMHERST MICHIGAN TECHNOLOGICAL UNIV. PENN STATE UNIV. COLUMBIA UNIV. IN THE CITY OF NEW Y JOHNS HOPKINS UNIV. NEW JERSEY INSTITUTE OF TECHNOLOGY FLORIDA INTERNATIONAL UNIV. UNIV. OF WISCONSIN MADISON UNIV. OF PITTSBURGH PITTSBURGH CAMP LOUISIANA STATE UNIV. AND AGRICULTU LEHIGH UNIV. VANDERBILT UNIV. DREXEL UNIV. JOHNS HOPKINS UNIV. NORTH DAKOTA STATE UNIV. MAIN CAMPU UNIV. OF NEW HAMPSHIRE COLUMBIA UNIV. IN THE CITY OF NEW Y UNIV. OF NEBRASKA LINCOLN UNIV. OF NEVADA RENO UNIV. OF OKLAHOMA NORMAN CAMPUS CLARKSON UNIV. SOUTHERN ILLINOIS UNIV. CARBONDALE UNIV. OF AKRON UTAH STATE UNIV. UNIV. OF KENTUCKY Programs Ranked = 130 Page 12

15 NRC S Rankings by Field: Civil and Environmental Engineering (page 3) CORNELL UNIV. OREGON STATE UNIV. UNIV. OF NEW MEXICO MAIN CAMPUS IOWA STATE UNIV. NORTHEASTERN UNIV. NORTH CAROLINA STATE UNIV. UNIV. OF MISSOURI COLUMBIA UNIV. OF KANSAS UNIV. OF ILLINOIS AT CHICAGO CLEMSON UNIV. UNIV. OF ARIZONA CARNEGIE MELLON UNIV. UNIV. OF FLORIDA RUTGERS THE STATE UNIV. OF NEW JERS UNIV. OF LOUISVILLE TEXAS TECH UNIV. THE UNIV. OF ALABAMA AT BIRMINGHAM UNIV. OF CONNECTICUT AUBURN UNIV. VANDERBILT UNIV. UNIV. OF ARKANSAS MAIN CAMPUS SYRACUSE UNIV. MAIN CAMPUS UNIV. OF SOUTH FLORIDA UNIV. OF MISSOURI ROLLA CLEMSON UNIV. UNIV. OF SOUTH CAROLINA COLUMBIA UNIV. OF SOUTHERN CALIFORNIA CASE WESTERN RESERVE UNIV. UNIV. OF CENTRAL FLORIDA CITY UNIV. OF NEW YORK GRAD. CENTER UNIV. OF HAWAII AT MANOA UNIV. OF TOLEDO DREXEL UNIV. OHIO STATE UNIV. MAIN CAMPUS COLORADO STATE UNIV. UNIV. OF MIAMI ILLINOIS INSTITUTE OF TECHNOLOGY GEORGE WASHINGTON UNIV. UNIV. OF MEMPHIS UNIV. OF UTAH ILLINOIS INSTITUTE OF TECHNOLOGY OLD DOMINION UNIV. UNIV. OF WISCONSIN MILWAUKEE WAYNE STATE UNIV Programs Ranked = 130 Page 13

16 R Rankings by Field NRC R Rankings by Field: Civil and Environmental Engineering (page 1) UNIV. OF CALIFORNIA BERKELEY 1 UNIV. OF TEXAS AT AUSTIN 1 PURDUE UNIV. MAIN CAMPUS 2 MASS. INSTITUTE OF TECHNOLOGY 2 UNIV. OF ILLINOIS AT URBANA CHAMPAI 2 GEORGIA INSTITUTE OF TECHNOLOGY 3 STANFORD UNIV. 4 TEXAS A & M UNIV. UNIV. OF COLORADO AT BOULDER UNIV. OF WISCONSIN MADISON NORTHWESTERN UNIV. VIRGINIA POLYTECHNIC INSTITUTE AND NORTH CAROLINA STATE UNIV. UNIV. OF MICHIGAN ANN ARBOR UNIV. OF CALIFORNIA LOS ANGELES GEORGIA INSTITUTE OF TECHNOLOGY UCD: Civil & Environmental Engr CARNEGIE MELLON UNIV. PRINCETON UNIV. CORNELL UNIV. CALIFORNIA INSTITUTE OF TECHNOLOGY UNIV. OF MARYLAND COLLEGE PARK UNIV. OF MICHIGAN ANN ARBOR STATE UNIV. OF NEW YORK AT BUFFALO ARIZONA STATE UNIV. UNIV. OF VIRGINIA UNIV. OF CALIFORNIA IRVINE UNIV. OF CALIFORNIA SAN DIEGO UNIV. OF CINCINNATI MAIN CAMPUS RENSSELAER POLYTECHNIC INSTITUTE COLORADO STATE UNIV. LEHIGH UNIV. WASHINGTON STATE UNIV. UNIV. OF FLORIDA UNIV. OF ILLINOIS AT URBANA CHAMPAI DUKE UNIV. CITY UNIV. OF NEW YORK GRAD. CENTER UNIV. OF FLORIDA JOHNS HOPKINS UNIV. UNIV. OF IOWA OHIO STATE UNIV. MAIN CAMPUS LOUISIANA STATE UNIV. AND AGRICULTU YALE UNIV Programs Ranked = 130 Page 14

17 NRC R Rankings by Field: Civil and Environmental Engineering (page 2) CLEMSON UNIV. UNIV. OF SOUTHERN CALIFORNIA UNIV. OF PITTSBURGH PITTSBURGH CAMP UNIV. OF AKRON OLD DOMINION UNIV. UNIV. OF MINNESOTA TWIN CITIES UNIV. OF MISSOURI ROLLA PENN STATE UNIV. MICHIGAN STATE UNIV. UNIV. OF TENNESSEE UNIV. OF DELAWARE WASHINGTON STATE UNIV. UNIV. OF NOTRE DAME UNIV. OF SOUTH FLORIDA PENN STATE UNIV. JOHNS HOPKINS UNIV. UNIV. OF SOUTHERN CALIFORNIA UNIV. OF CONNECTICUT UNIV. OF CENTRAL FLORIDA UNIV. OF FLORIDA UTAH STATE UNIV. RICE UNIV. RICE UNIV. RENSSELAER POLYTECHNIC INSTITUTE UNIV. OF ARIZONA COLUMBIA UNIV. IN THE CITY OF NEW Y IOWA STATE UNIV. DREXEL UNIV. COLUMBIA UNIV. IN THE CITY OF NEW Y ILLINOIS INSTITUTE OF TECHNOLOGY UNIV. OF KANSAS UNIV. OF WISCONSIN MILWAUKEE UNIV. OF SOUTH CAROLINA COLUMBIA UNIV. OF WASHINGTON UNIV. OF HOUSTON AUBURN UNIV. UNIV. OF WISCONSIN MADISON UNIV. OF CENTRAL FLORIDA RUTGERS THE STATE UNIV. OF NEW JERS UNIV. OF NEVADA RENO FLORIDA INTERNATIONAL UNIV. CASE WESTERN RESERVE UNIV. VANDERBILT UNIV Programs Ranked = 130 Page

18 NRC R Rankings by Field: Civil and Environmental Engineering (page 3) CARNEGIE MELLON UNIV. UNIV. OF MASSACHUSETTS AMHERST CLARKSON UNIV. UNIV. OF KENTUCKY KANSAS STATE UNIV. UNIV. OF OKLAHOMA NORMAN CAMPUS WASHINGTON UNIV. IN ST. LOUIS UNIV. OF NEBRASKA LINCOLN UNIV. OF WISCONSIN MADISON TUFTS UNIV. UNIV. OF MISSOURI COLUMBIA UNIV. OF ARIZONA UNIV. OF UTAH UNIV. OF CONNECTICUT WASHINGTON UNIV. IN ST. LOUIS CLEMSON UNIV. UNIV. OF ILLINOIS AT CHICAGO VANDERBILT UNIV. NEW JERSEY INSTITUTE OF TECHNOLOGY UNIV. OF MIAMI NORTHEASTERN UNIV. OREGON STATE UNIV. UNIV. OF TOLEDO UCD: Trans. Technology & Policy SYRACUSE UNIV. MAIN CAMPUS NEW JERSEY INSTITUTE OF TECHNOLOGY UNIV. OF CINCINNATI MAIN CAMPUS GEORGE WASHINGTON UNIV. UNIV. OF HAWAII AT MANOA UNIV. OF VERMONT ILLINOIS INSTITUTE OF TECHNOLOGY UNIV. OF NEW HAMPSHIRE SOUTHERN ILLINOIS UNIV. CARBONDALE UNIV. OF NEW MEXICO MAIN CAMPUS MICHIGAN TECHNOLOGICAL UNIV. DREXEL UNIV. UNIV. OF MEMPHIS TEXAS TECH UNIV. UNIV. OF ARKANSAS MAIN CAMPUS NORTH DAKOTA STATE UNIV. MAIN CAMPU THE UNIV. OF ALABAMA AT BIRMINGHAM UNIV. OF ALABAMA UNIV. OF LOUISVILLE WAYNE STATE UNIV Programs Ranked = 130 Page

19 Dimensional Measures Research Activity by Field NRC Research Activity Rankings by Field: Civil and Environmental Engineering (page 1) YALE UNIV. 1 1 PRINCETON UNIV. 2 3 CALIFORNIA INSTITUTE OF TECHNOLOGY 2 6 UNIV. OF CINCINNATI MAIN CAMPUS 3 GEORGIA INSTITUTE OF TECHNOLOGY 3 20 UNIV. OF CALIFORNIA IRVINE 4 UNIV. OF ILLINOIS AT URBANA CHAMPAI 4 UNIV. OF NOTRE DAME 4 PENN STATE UNIV. 4 UNIV. OF CALIFORNIA SAN DIEGO 4 UNIV. OF WISCONSIN MADISON 5 UNIV. OF MICHIGAN ANN ARBOR 5 UNIV. OF DELAWARE 6 WASHINGTON UNIV. IN ST. LOUIS 6 STANFORD UNIV. 7 MASS. INSTITUTE OF TECHNOLOGY 7 UNIV. OF CALIFORNIA BERKELEY 7 UNIV. OF FLORIDA 7 UNIV. OF SOUTHERN CALIFORNIA 7 UNIV. OF CENTRAL FLORIDA 7 UNIV. OF WISCONSIN MADISON 8 UNIV. OF WISCONSIN MADISON 8 NORTHWESTERN UNIV. 9 RICE UNIV. 9 UNIV. OF CALIFORNIA LOS ANGELES 9 DUKE UNIV. 10 UCD: Civil & Environmental Engr 10 WASHINGTON STATE UNIV. 10 UNIV. OF CINCINNATI MAIN CAMPUS 11 UNIV. OF MINNESOTA TWIN CITIES 12 UNIV. OF ILLINOIS AT URBANA CHAMPAI 14 RENSSELAER POLYTECHNIC INSTITUTE UNIV. OF COLORADO AT BOULDER ARIZONA STATE UNIV. UNIV. OF HOUSTON 18 GEORGIA INSTITUTE OF TECHNOLOGY UNIV. OF WASHINGTON CARNEGIE MELLON UNIV. UNIV. OF ALABAMA COLUMBIA UNIV. IN THE CITY OF NEW Y 21 WASHINGTON STATE UNIV. 21 TUFTS UNIV. 22 UNIV. OF ARIZONA Programs Ranked = 130 Page

20 NRC Research Activity Rankings by Field: Civil and Environmental Engineering (page 2) UNIV. OF ILLINOIS AT CHICAGO RENSSELAER POLYTECHNIC INSTITUTE UNIV. OF IOWA TEXAS A & M UNIV. UNIV. OF VERMONT VIRGINIA POLYTECHNIC INSTITUTE AND JOHNS HOPKINS UNIV. ILLINOIS INSTITUTE OF TECHNOLOGY UNIV. OF CONNECTICUT UNIV. OF MARYLAND COLLEGE PARK PURDUE UNIV. MAIN CAMPUS UNIV. OF ARIZONA UNIV. OF TEXAS AT AUSTIN STATE UNIV. OF NEW YORK AT BUFFALO KANSAS STATE UNIV. CLARKSON UNIV. RICE UNIV. UNIV. OF NEW HAMPSHIRE UCD: Trans. Technology & Policy UNIV. OF FLORIDA WASHINGTON UNIV. IN ST. LOUIS LOUISIANA STATE UNIV. AND AGRICULTU UNIV. OF NEVADA RENO MICHIGAN TECHNOLOGICAL UNIV. UTAH STATE UNIV. UNIV. OF OKLAHOMA NORMAN CAMPUS DREXEL UNIV. CARNEGIE MELLON UNIV. COLUMBIA UNIV. IN THE CITY OF NEW Y UNIV. OF MICHIGAN ANN ARBOR UNIV. OF VIRGINIA VANDERBILT UNIV. NORTHEASTERN UNIV. UNIV. OF PITTSBURGH PITTSBURGH CAMP LEHIGH UNIV. UNIV. OF MISSOURI COLUMBIA JOHNS HOPKINS UNIV. NORTH CAROLINA STATE UNIV. UNIV. OF CONNECTICUT PENN STATE UNIV. RUTGERS THE STATE UNIV. OF NEW JERS UNIV. OF MASSACHUSETTS AMHERST UNIV. OF NEBRASKA LINCOLN Programs Ranked = 130 Page 18

21 NRC Research Activity Rankings by Field: Civil and Environmental Engineering (page 3) MICHIGAN STATE UNIV. COLORADO STATE UNIV. UNIV. OF SOUTH CAROLINA COLUMBIA UNIV. OF AKRON CLEMSON UNIV. UNIV. OF SOUTHERN CALIFORNIA UNIV. OF HAWAII AT MANOA CORNELL UNIV. THE UNIV. OF ALABAMA AT BIRMINGHAM UNIV. OF NEW MEXICO MAIN CAMPUS OREGON STATE UNIV. SYRACUSE UNIV. MAIN CAMPUS OHIO STATE UNIV. MAIN CAMPUS FLORIDA INTERNATIONAL UNIV. CLEMSON UNIV. UNIV. OF KANSAS IOWA STATE UNIV. AUBURN UNIV. UNIV. OF MISSOURI ROLLA UNIV. OF TENNESSEE UNIV. OF FLORIDA UNIV. OF CENTRAL FLORIDA UNIV. OF MIAMI NEW JERSEY INSTITUTE OF TECHNOLOGY NEW JERSEY INSTITUTE OF TECHNOLOGY ILLINOIS INSTITUTE OF TECHNOLOGY UNIV. OF KENTUCKY VANDERBILT UNIV. UNIV. OF TOLEDO UNIV. OF SOUTH FLORIDA NORTH DAKOTA STATE UNIV. MAIN CAMPU CITY UNIV. OF NEW YORK GRAD. CENTER UNIV. OF ARKANSAS MAIN CAMPUS GEORGE WASHINGTON UNIV. UNIV. OF LOUISVILLE DREXEL UNIV. TEXAS TECH UNIV. UNIV. OF UTAH OLD DOMINION UNIV. CASE WESTERN RESERVE UNIV. UNIV. OF WISCONSIN MILWAUKEE UNIV. OF MEMPHIS WAYNE STATE UNIV. SOUTHERN ILLINOIS UNIV. CARBONDALE Programs Ranked = 130 Page

22 Student Support & Outcomes by Field NRC Student Support & Outcomes by Field: Civil and Environmental Engineering (page 1) SOUTHERN ILLINOIS UNIV. CARBONDALE 1 2 UNIV. OF ARKANSAS MAIN CAMPUS 2 11 UNIV. OF LOUISVILLE 2 13 UNIV. OF VERMONT 2 NORTH DAKOTA STATE UNIV. MAIN CAMPU 2 TEXAS TECH UNIV. 2 PRINCETON UNIV. 3 UNIV. OF CENTRAL FLORIDA 4 UNIV. OF CINCINNATI MAIN CAMPUS 4 PENN STATE UNIV. 4 WASHINGTON UNIV. IN ST. LOUIS 4 UNIV. OF TENNESSEE 4 UNIV. OF MINNESOTA TWIN CITIES 5 RICE UNIV. 5 UNIV. OF KENTUCKY 5 IOWA STATE UNIV. 6 UNIV. OF NOTRE DAME 6 OREGON STATE UNIV. 6 UNIV. OF IOWA 7 CASE WESTERN RESERVE UNIV. 7 VANDERBILT UNIV. 8 UCD: Trans. Technology & Policy 8 VANDERBILT UNIV. 8 UNIV. OF CONNECTICUT 9 UNIV. OF TEXAS AT AUSTIN 10 UNIV. OF KANSAS 10 UNIV. OF SOUTHERN CALIFORNIA 10 WASHINGTON UNIV. IN ST. LOUIS 11 UNIV. OF MASSACHUSETTS AMHERST 12 KANSAS STATE UNIV. 12 CARNEGIE MELLON UNIV. 13 UNIV. OF FLORIDA 13 JOHNS HOPKINS UNIV. 14 UNIV. OF CALIFORNIA BERKELEY 14 GEORGIA INSTITUTE OF TECHNOLOGY UNIV. OF CINCINNATI MAIN CAMPUS RICE UNIV. UNIV. OF MEMPHIS NEW JERSEY INSTITUTE OF TECHNOLOGY THE UNIV. OF ALABAMA AT BIRMINGHAM NEW JERSEY INSTITUTE OF TECHNOLOGY NORTHWESTERN UNIV. MICHIGAN TECHNOLOGICAL UNIV Programs Ranked = 130 Page 20

23 NRC Student Support & Outcomes by Field: Civil and Environmental Engineering (page 2) MICHIGAN STATE UNIV. TUFTS UNIV. UNIV. OF WISCONSIN MADISON UNIV. OF HAWAII AT MANOA TEXAS A & M UNIV. JOHNS HOPKINS UNIV. UNIV. OF MISSOURI COLUMBIA DREXEL UNIV. YALE UNIV. UNIV. OF NEW MEXICO MAIN CAMPUS UNIV. OF PITTSBURGH PITTSBURGH CAMP UNIV. OF COLORADO AT BOULDER UNIV. OF CENTRAL FLORIDA NORTHEASTERN UNIV. UNIV. OF SOUTH CAROLINA COLUMBIA MASS. INSTITUTE OF TECHNOLOGY ARIZONA STATE UNIV. AUBURN UNIV. UNIV. OF ARIZONA RUTGERS THE STATE UNIV. OF NEW JERS SYRACUSE UNIV. MAIN CAMPUS UTAH STATE UNIV. UNIV. OF UTAH UNIV. OF CONNECTICUT PENN STATE UNIV. UNIV. OF MICHIGAN ANN ARBOR CORNELL UNIV. UNIV. OF NEBRASKA LINCOLN GEORGIA INSTITUTE OF TECHNOLOGY CITY UNIV. OF NEW YORK GRAD. CENTER UNIV. OF NEVADA RENO WASHINGTON STATE UNIV. RENSSELAER POLYTECHNIC INSTITUTE CARNEGIE MELLON UNIV. UNIV. OF ALABAMA UCD: Civil & Environmental Engr CLEMSON UNIV. DUKE UNIV. UNIV. OF NEW HAMPSHIRE WASHINGTON STATE UNIV. UNIV. OF FLORIDA COLUMBIA UNIV. IN THE CITY OF NEW Y UNIV. OF WISCONSIN MADISON Programs Ranked = 130 Page 21

24 NRC Student Support & Outcomes by Field: Civil and Environmental Engineering (page 3) UNIV. OF TOLEDO UNIV. OF CALIFORNIA SAN DIEGO UNIV. OF OKLAHOMA NORMAN CAMPUS UNIV. OF MARYLAND COLLEGE PARK RENSSELAER POLYTECHNIC INSTITUTE LOUISIANA STATE UNIV. AND AGRICULTU UNIV. OF ILLINOIS AT CHICAGO STANFORD UNIV. UNIV. OF DELAWARE FLORIDA INTERNATIONAL UNIV. UNIV. OF MICHIGAN ANN ARBOR UNIV. OF SOUTH FLORIDA UNIV. OF AKRON UNIV. OF VIRGINIA UNIV. OF FLORIDA CLARKSON UNIV. UNIV. OF HOUSTON VIRGINIA POLYTECHNIC INSTITUTE AND UNIV. OF ILLINOIS AT URBANA CHAMPAI PURDUE UNIV. MAIN CAMPUS UNIV. OF SOUTHERN CALIFORNIA CALIFORNIA INSTITUTE OF TECHNOLOGY CLEMSON UNIV. COLUMBIA UNIV. IN THE CITY OF NEW Y UNIV. OF CALIFORNIA IRVINE DREXEL UNIV. GEORGE WASHINGTON UNIV. STATE UNIV. OF NEW YORK AT BUFFALO UNIV. OF WASHINGTON LEHIGH UNIV. UNIV. OF ARIZONA UNIV. OF CALIFORNIA LOS ANGELES UNIV. OF WISCONSIN MADISON UNIV. OF MIAMI NORTH CAROLINA STATE UNIV. ILLINOIS INSTITUTE OF TECHNOLOGY UNIV. OF MISSOURI ROLLA WAYNE STATE UNIV. OHIO STATE UNIV. MAIN CAMPUS OLD DOMINION UNIV. COLORADO STATE UNIV. UNIV. OF ILLINOIS AT URBANA CHAMPAI UNIV. OF WISCONSIN MILWAUKEE ILLINOIS INSTITUTE OF TECHNOLOGY Programs Ranked = 130 Page 22

25 Diversity by Field NRC Diversity Rankings by Field: Civil and Environmental Engineering (page 1) CITY UNIV. OF NEW YORK GRAD. CENTER 1 1 FLORIDA INTERNATIONAL UNIV. 2 2 RICE UNIV. WASHINGTON STATE UNIV. UNIV. OF MICHIGAN ANN ARBOR UNIV. OF VERMONT WASHINGTON UNIV. IN ST. LOUIS UNIV. OF MISSOURI COLUMBIA UNIV. OF MIAMI UNIV. OF NEW HAMPSHIRE UNIV. OF MICHIGAN ANN ARBOR RENSSELAER POLYTECHNIC INSTITUTE UNIV. OF CONNECTICUT RICE UNIV. UNIV. OF NEBRASKA LINCOLN NORTHEASTERN UNIV. UNIV. OF PITTSBURGH PITTSBURGH CAMP UNIV. OF SOUTH FLORIDA UNIV. OF MASSACHUSETTS AMHERST SYRACUSE UNIV. MAIN CAMPUS UNIV. OF MARYLAND COLLEGE PARK PENN STATE UNIV. ARIZONA STATE UNIV. NEW JERSEY INSTITUTE OF TECHNOLOGY UNIV. OF ARIZONA PRINCETON UNIV. AUBURN UNIV. DREXEL UNIV. CLEMSON UNIV. CARNEGIE MELLON UNIV. UNIV. OF ILLINOIS AT URBANA CHAMPAI NEW JERSEY INSTITUTE OF TECHNOLOGY UNIV. OF FLORIDA UNIV. OF HOUSTON GEORGIA INSTITUTE OF TECHNOLOGY VANDERBILT UNIV. STANFORD UNIV. NORTHWESTERN UNIV. UNIV. OF CALIFORNIA IRVINE THE UNIV. OF ALABAMA AT BIRMINGHAM TEXAS A & M UNIV. RENSSELAER POLYTECHNIC INSTITUTE CALIFORNIA INSTITUTE OF TECHNOLOGY Programs Ranked = 130 Page

26 NRC Diversity Rankings by Field: Civil and Environmental Engineering (page 2) UNIV. OF CINCINNATI MAIN CAMPUS UNIV. OF ARKANSAS MAIN CAMPUS GEORGIA INSTITUTE OF TECHNOLOGY PURDUE UNIV. MAIN CAMPUS MASS. INSTITUTE OF TECHNOLOGY LEHIGH UNIV. UNIV. OF WISCONSIN MADISON MICHIGAN STATE UNIV. UNIV. OF CALIFORNIA LOS ANGELES WASHINGTON STATE UNIV. NORTH CAROLINA STATE UNIV. UNIV. OF TENNESSEE UNIV. OF CALIFORNIA BERKELEY CASE WESTERN RESERVE UNIV. OLD DOMINION UNIV. UNIV. OF CENTRAL FLORIDA JOHNS HOPKINS UNIV. DREXEL UNIV. UNIV. OF KANSAS UNIV. OF NOTRE DAME UNIV. OF SOUTH CAROLINA COLUMBIA ILLINOIS INSTITUTE OF TECHNOLOGY UNIV. OF MISSOURI ROLLA UNIV. OF WISCONSIN MILWAUKEE UNIV. OF ALABAMA UNIV. OF DELAWARE OHIO STATE UNIV. MAIN CAMPUS GEORGE WASHINGTON UNIV. MICHIGAN TECHNOLOGICAL UNIV. TUFTS UNIV. SOUTHERN ILLINOIS UNIV. CARBONDALE UNIV. OF FLORIDA CLARKSON UNIV. UNIV. OF ILLINOIS AT URBANA CHAMPAI UNIV. OF ILLINOIS AT CHICAGO DUKE UNIV. ILLINOIS INSTITUTE OF TECHNOLOGY UCD: Trans. Technology & Policy UNIV. OF SOUTHERN CALIFORNIA JOHNS HOPKINS UNIV. UCD: Civil & Environmental Engr UNIV. OF TOLEDO RUTGERS THE STATE UNIV. OF NEW JERS Programs Ranked = 130 Page

27 NRC Diversity Rankings by Field: Civil and Environmental Engineering (page 3) UNIV. OF VIRGINIA CLEMSON UNIV. UNIV. OF MINNESOTA TWIN CITIES UNIV. OF UTAH VIRGINIA POLYTECHNIC INSTITUTE AND VANDERBILT UNIV. CORNELL UNIV. UNIV. OF SOUTHERN CALIFORNIA STATE UNIV. OF NEW YORK AT BUFFALO WAYNE STATE UNIV. UNIV. OF HAWAII AT MANOA COLUMBIA UNIV. IN THE CITY OF NEW Y UNIV. OF KENTUCKY UNIV. OF COLORADO AT BOULDER PENN STATE UNIV. KANSAS STATE UNIV. WASHINGTON UNIV. IN ST. LOUIS COLORADO STATE UNIV. UNIV. OF IOWA UNIV. OF OKLAHOMA NORMAN CAMPUS UNIV. OF WASHINGTON OREGON STATE UNIV. TEXAS TECH UNIV. UNIV. OF CINCINNATI MAIN CAMPUS UNIV. OF CONNECTICUT UTAH STATE UNIV. IOWA STATE UNIV. UNIV. OF NEW MEXICO MAIN CAMPUS NORTH DAKOTA STATE UNIV. MAIN CAMPU UNIV. OF CENTRAL FLORIDA COLUMBIA UNIV. IN THE CITY OF NEW Y UNIV. OF AKRON YALE UNIV. UNIV. OF WISCONSIN MADISON UNIV. OF NEVADA RENO UNIV. OF MEMPHIS UNIV. OF FLORIDA CARNEGIE MELLON UNIV. UNIV. OF LOUISVILLE UNIV. OF CALIFORNIA SAN DIEGO UNIV. OF WISCONSIN MADISON UNIV. OF TEXAS AT AUSTIN LOUISIANA STATE UNIV. AND AGRICULTU UNIV. OF ARIZONA Programs Ranked = 130 Page 25

28 NRC Tables TABLE 1: Standardized Program Values and Range of Regression-Based (R) and Survey-Based (S) Coefficients Institution Name: UNIVERSITY OF CALIFORNIA-DAVIS Program: Civil & Environmental Engineering (Civil Engineering) Program ID: (Col 1) (Col 2) (Col 3) (Col 4) (Col 5) (Col 6) (Col 7) (Col 8) Program Program Value Regression Coefficients Survey-Based Coefficients Description Variable Value* Standardized** Minus 1 SD*** Plus 1 SD*** Minus 1 SD*** Plus 1 SD*** Publications per Allocated Faculty V to to 0.4 Cites per Publication V to to Percent Faculty with Grants V % to to Percent Faculty Interdisciplinary V % to to Percent Non-Asian Minority Faculty V5 5.41% to to Percent Female Faculty V6.79% to to Awards per Allocated Faculty V to to Average GRE V to to Percent 1st yr. Students with Full Support V % to to Percent 1st yr. Students with External Funding V10 0% to to Percent Non-Asian Minority Students V % to to 0.0 Percent Female Students V12.44% to to Percent International Students V % to to Average PhDs 2002 to 2006 V to to Percent Completing within 6 Years V 67.43% to to 0.0 Time to Degree Full and Part Time V to to Percent Students in Academic Positions V 18.% to to Student Work Space V to to Health Insurance V to to Number of Student Activities Offered V to to 0.0 * Col 3 shows data submitted by the program or calculated from these data. ** Col 4 shows the standardized program value across all program values in the field, with mean of 0 and variance of 1. *** Col 5 shows Minus 1 Standard Deviation from the Mean for the regression-based coefficients for the field as a whole *** Col 6 shows Plus 1 Standard Deviation from the Mean for the regression-based coefficients for the field as a whole *** Col 7 shows Minus 1 Standard Deviation from the Mean for the survey-based coefficients for the field as a whole *** Col 8 shows Plus 1 Standard Deviation from the Mean for the survey-based coefficients for the field as a whole Page

29 TABLE 2a: 5th Percentile for the Regression-Based (R) Ranking Calculation UNIVERSITY OF CALIFORNIA- Institution Name: DAVIS Civil & Environmental Engineering (Civil Program: Engineering) Program ID: (Col 1) (Col 2) (Col 3) (Col 4) (Col 5) (Col 6) Standardized Program Program Value Regression Product of Description Variable Value* with Variation Coefficient Col 4 X Col 5 Publications per Allocated Faculty V Cites per Publication V Percent Faculty with Grants V % Percent Faculty Interdisciplinary V % Percent Non-Asian Minority Faculty V5 5.41% Percent Female Faculty V6.79% Awards per Allocated Faculty V Average GRE V Percent 1st yr. Students with Full Support V % Percent 1st yr. Students with External Funding V10 0% Percent Non-Asian Minority Students V % Percent Female Students V12.44% Percent International Students V % Average PhDs 2002 to 2006 V Percent Completing within 6 Years V 67.43% Time to Degree Full and Part Time V Percent Students in Academic Positions V 18.% Student Work Space V Health Insurance V Number of Student Activities Offered V Program Ranking: 11 of 130 programs * Col 3 is based on data submitted by the program or calculated from these data. Col 4 is standardized value for the set of perturbed program values that produced the 5th percentile ranking. Standardized values have a mean of 0 and variance of 1. Col 5 is the regression-based weight for each variable Page 27

30 TABLE 2b: 95th Percentile for the Regression-Based (R) Ranking Calculation Institution Name: UNIVERSITY OF CALIFORNIA-DAVIS Program: Civil & Environmental Engineering (Civil Engineering) Program ID: (Col 1) (Col 2) (Col 3) (Col 4) (Col 5) (Col 6) Standardized Program Program Value Regression Product of Description Variable Value* with Variation Coefficient Col 4 X Col 5 Publications per Allocated Faculty V Cites per Publication V Percent Faculty with Grants V % Percent Faculty Interdisciplinary V % Percent Non-Asian Minority Faculty V5 5.41% Percent Female Faculty V6.79% Awards per Allocated Faculty V Average GRE V Percent 1st yr. Students with Full Support V % Percent 1st yr. Students with External Funding V10 0% Percent Non-Asian Minority Students V % Percent Female Students V12.44% Percent International Students V % Average PhDs 2002 to 2006 V Percent Completing within 6 Years V 67.43% Time to Degree Full and Part Time V Percent Students in Academic Positions V 18.% Student Work Space V Health Insurance V Number of Student Activities Offered V Program Ranking: of 130 programs * Col 3 is based on data submitted by the program or calculated from these data. Col 4 is standardized value for the set of perturbed program values that produced the 95th percentile ranking. Standardized values have a mean of 0 and variance of 1. Col 5 is the regression-based weights for each variable (See Appendix A). Page

31 TABLE 3a: 5th Percentile for the Survey-Based (S) Ranking Calculation Institution Name: UNIVERSITY OF CALIFORNIA-DAVIS Program: Civil & Environmental Engineering (Civil Engineering) Program ID: (Col 1) (Col 2) (Col 3) (Col 4) (Col 5) (Col 6) Standardized Program Program Value Survey-Based Product of Description Variable Value* with Variation Coefficient Col 4 X Col 5 Publications per Allocated Faculty V Cites per Publication V Percent Faculty with Grants V % Percent Faculty Interdisciplinary V % Percent Non-Asian Minority Faculty V5 5.41% Percent Female Faculty V6.79% Awards per Allocated Faculty V Average GRE V Percent 1st yr. Students with Full Support V % Percent 1st yr. Students with External Funding V10 0% Percent Non-Asian Minority Students V % Percent Female Students V12.44% Percent International Students V % Average PhDs 2002 to 2006 V Percent Completing within 6 Years V 67.43% Time to Degree Full and Part Time V Percent Students in Academic Positions V 18.% Student Work Space V Health Insurance V Number of Student Activities Offered V Program Ranking: 6 of 130 programs * Col 3 is based on data submitted by the program or calculated from these data. Col 4 is standardized value for the set of perturbed program values that produced the 5th percentile ranking. Standardized values have a mean of 0 and variance of 1. Col 5 is the survey-based weights for each variable Page

32 TABLE 3b: 95th Percentile for the Survey-Based (S) Ranking Calculation Institution Name: UNIVERSITY OF CALIFORNIA-DAVIS Program: Civil & Environmental Engineering (Civil Engineering) Program ID: (Col 1) (Col 2) (Col 3) (Col 4) (Col 5) (Col 6) Standardized Program Program Value Survey-Based Product of Description Variable Value* with Variation Coefficient Col 4 X Col 5 Publications per Allocated Faculty V Cites per Publication V Percent Faculty with Grants V % Percent Faculty Interdisciplinary V % Percent Non-Asian Minority Faculty V5 5.41% Percent Female Faculty V6.79% Awards per Allocated Faculty V Average GRE V Percent 1st yr. Students with Full Support V % Percent 1st yr. Students with External Funding V10 0% Percent Non-Asian Minority Students V % Percent Female Students V12.44% Percent International Students V % Average PhDs 2002 to 2006 V Percent Completing within 6 Years V 67.43% Time to Degree Full and Part Time V Percent Students in Academic Positions V 18.% Student Work Space V Health Insurance V Number of Student Activities Offered V Program Ranking: of 130 programs * Col 3 is based on data submitted by the program or calculated from these data. Col 4 is standardized value for the set of perturbed program values that produced the 95th percentile ranking. Standardized values have a mean of 0 and variance of 1. Col 5 is the survey-based weights for each variable Dimensional Measures TABLE 4a: 5th Percentile Dimensional Ranking Calculation: Research Activity Page 30

33 UNIVERSITY OF CALIFORNIA- Institution Name: DAVIS Program: Civil & Environmental Engineering (Civil Engineering) Program ID: (Col 1) (Col 2) (Col 3) (Col 4) (Col 5) (Col 6) Standardized Program Program Value Survey-Based Product of Description Variable Value* with Variation Coefficient Col 4 X Col 5 Publications per Allocated Faculty V Cites per Publication V Percent Faculty with Grants V % Awards per Allocated Faculty V Program Ranking: 10 of 130 programs * Col 3 is based on data submitted by the program or calculated from these data. Col 4 is standardized value for the set of perturbed program values that produced the 5th percentile ranking. Standardized values have a mean of 0 and variance of 1. Col 5 is the survey-based weights for each variable. TABLE 4b: 95th Percentile Dimensional Ranking Calculation: Research Activity UNIVERSITY OF CALIFORNIA- Institution Name: DAVIS Program: Civil & Environmental Engineering (Civil Engineering) Program ID: (Col 1) (Col 2) (Col 3) (Col 4) (Col 5) (Col 6) Standardized Program Program Value Survey-Based Product of Description Variable Value* with Variation Coefficient Col 4 X Col 5 Publications per Allocated Faculty V Cites per Publication V Percent Faculty with Grants V % Awards per Allocated Faculty V Program Ranking: 60 of 130 programs * Col 3 is based on data submitted by the program or calculated from these data. Col 4 is standardized value for the set of perturbed program values that produced the 95th percentile ranking. Standardized values have a mean of 0 and variance of 1. Col 5 is the survey-based weights for each variable. Page

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