Online Data Appendix: Market Power Eects of College Mergers
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1 Online Data Appendix: Market Power Eects of College Mergers Lauren Russell February 6, Constructing IPEDS Panel I constructed the IPEDS panel used in the analysis from complete survey les available from the IPEDS Data Center maintained by the National Center for Education Statistics. 1 I compile a list of all institutions in existence between using the institutional characteristics les from Note that parent and child indicators and unitid codes are only reported within these les for Starting in the 2004, this information begins appearing in the response status (ag) les. I also use the fall enrollment les, student nancial aid and net price les, nance les, and completions les. To account for parent/child reporting, I follow the collapsing solution proposed by Jaquette and Parra (2014). 2 For the main pricing and degree oerings analysis, if a child campus ever reports a variable of interest at the parent level for the fall enrollment, nancial aid, or completions les, I collapse that child campus to the parent level for all years and all three survey components. For the costs analysis, I similarly collapse data to the parent level in all years if a child campus ever reports a variable of interest at the parent level in the nance or 12-month enrollment les. 2 Identifying Merger Events To identify mergers of colleges and universities between 2000 and 2015, I start by using the cyactive and newid variables available in the IPEDS institutional characteristics les. Cyactive takes a value C to indicate that two institutions combined, and the newid variable indicates the new unitid for the merged institution. Though many of these mergers are events whereby two or more institutions combined operations and/or administration, some are mergers only for the purposes of data reporting. For this research, I only want to identify mergers where the institutions ceased operating as separate entities. To do this, I assembled a list of all mergers identied in the panel from I drop institutions that listed merging unitids that never appear in the IPEDs universe. I also drop merger events coming from institutions that merge but then appear / are restored to the universe after an institution has merged. Finally, I limited the merger list to merger cases where institutions had separate Program Participation Agreements prior to the merger as indicated by having OPEID numbers that diered in the rst six digits. (When these numbers do not dier, it indicates that one of the merging institutions was a child campus of the other for the purposes of the Program Participation Agreement and thus the merger was one for reporting purposes only.) I manually examined each remaining merger case, searching for external documentation of a merger such as mention of a merger in a local newspaper or The Chronicle of Higher Education, mention in accreditation documents, or mention on the institution's website. At this time, I also noted the year the merger took eect. Though most merger cases are identied through the cyactive and newid variables, there are a few cases where institutions merge and keep reporting data at the individual campus/institution level after the merge (and thus the observations are not identied as merging together) or cases where one campus/institution indicates a death with data but does not indicate that a merger took place and the absorbing institution Jaquette, Ozan and Edna Parra Using IPEDS for Panel Analyses: Core Concepts, Data Challenges, and Empirical Applications in Higher Education: Handbook of Theory and Research, p
2 continues to report to IPEDS. To identify these mergers, I manually reviewed all cases where the cyactive variable indicated a change in status for a campus/institution. Again, I searched for evidence that this campus/institution was involved in a merger over the time period of interest in external sources/documentation. To capture any mergers that were not indicated by a change in status through the cyactive variable, I consulted lists of known mergers provided by accreditation bodies and in academic articles. I also examined all Chronicle of Higher Education articles mentioning merger between to identify any additional mergers. Through these methods, I identied 68 mergers that took place between 2000 and 2015 and involved public and/or private non-prot institutions. Note that I do not attempt to identify mergers that involve private for-prot institutions. The merger cases are listed below: 2
3 2.1 List of Merger Events for Public and Private Non-Prot Institutions Merger Eective Final unitid Absorbed unitids 1 Gadsden State Community College & Harry M. Ayers July State Technical College > Gadsden State Community College 2 Bessemer State Technical College & Lawson State July Community College > Lawson State Community College 3 Douglas MacArthur State Technical College & Lureen B. January Wallace Junior College > Lurleen B. Wallace Community College 4 John M. Patterson State Technical College & H. Councill April Trenholm State Technical College > H. Councill Trenholm State Technical College 5 Troy State University Main Campus & Montgomery Campus & Dothan Campus> Troy State University August , Arkansas State University - Beebe & Foothills Technical July Institute > Arkansas State University - Searcy 7 Arkansas Tech University & Arkansas Valley Technical July Institute > Arkansas Tech University - Ozark Campus 8 University of Arkansas at Monticello & Forest Echos Techical Institute & Great Rivers Vocational Tech School July , > University of Arkansas at Monticello 9 Garland County Community College & Quapaw Technical July Institute > National Park Community College 10 Cotton Boll Technical Institute & Mississippi County July Community College > Arkansas Northeastern Community College 11 Pacic Lutheran Theological Seminary & California Lutheran University > California Lutheran University January , California College of Podiatric Medicine & Samuel Merritt July College > Samuel Merritt College 13 University of Colorado at Denver & University of July Colorado Health Sciences Sciences Center 14 Pueblo Community College & San Juan Basin Area June Vocational School > Pueblo Community College 15 Lyme Academy of Fine Arts & University of New Haven July > University of New Haven 16 West Georgia Technical College & West Central Technical July College > West Georgia Technical College 17 Northwestern Technical College & Coosa Valley Technical July College > Georgia Northwestern Technical College 18 Flint River Technical College & Griddin Technical College July > Southern Crescent Technical College 19 Chattahoochee Techncial College & Appalachian Technical College & North Metro Technical College > Chattahoochee Technical College 20 Atlanta College of Art & Savannah College of Art and Design > Savannah College of Art and Design July , Summer
4 21 East Central Technical Institute & Valdosta Technical July College > Wiregrass Georgia Technical College 22 DePaul University & Barat College > DePaul University Februrary Dr. William Scholl College of Podiatric & Finch July University of Health Science - Chicago > Rosalind Franklin University of Medicine and Science 24 Benedictine University and Springeld College in Illinois > Benedictine University at Springeld 25 Ivy Technical State College - Central Indiana & Ivy April Technical State College Central Oce 26 Highland Community College & Northeast Kansas Area July Vocational Tech > Highland Community College 27 Kansas City Area Technical School & Kansas City Kansas July Community College > Kansas City Kansas Community College 28 Ashland Community College & Ashland Technical College July > Ashland Community and Technical College 29 Central Kentucky Technical College & Lexington January Community College > Bluegrass Community and Technical College 30 Elizabethtown Community College & Elizabethtown July Technical College > Elizabethtown Community and Technical College 31 Hazard Community College & Hazard Technical College July > Hazard Community and Technical College 32 Jeerson Community College & Jeerson Technical July College > Jeerson Community and Technical College 33 Madisonville Community College & Madisonville Technical College > Madisonville Community College 34 Maysville Community College & Rowan Technical College > Maysville Community and Technical College 35 Mayo Technical College & Prestonsburg Community College > Big Sandy Community and Technical College 36 Southeast Community College & Cumberland Valley Technical College > Southeast Kentucky Community and Technical College January , Delgado Community College & Louisiana Technical College - Jeerson Campus & West-Jeerson Campus > Delgado Community College 38 Forsyth School for Dental Hygienists & Massachusetts College of Pharmacy and Health Science > Massachusetts College of Pharmacy and Health Science 39 Madonna University & Saint Mary's College of Ave Maria University > Madonna University school year , ,
5 40 Northwest Technical College- Detroit Lakes; East Grand Forks; Moorhead; Wadena > Minnesota State Community and Technical College > Northwest Technical College 41 NEI College of Technology & Dunwoody Institute > Dunwoody College of Technology 42 Fordham University & Marymount College > Marymount College of Fordham University 43 New York University and Polytechnic University > New York University and Polytechnic University of NYU 44 St. John's University & The College of Insurance (TCI) > St. John's University 45 Ashland University & Manseld General Hospital School of Nursing (MedCentral College of Nursing) > Ashland University 46 Medical College of Ohio & University of Toledo > University of Toledo 47 Drexel University & MCP Hahnemann University > Drexel University 48 Eastern Baptist Theological Seminary & Eastern College > Eastern University 49 College of Eastern Utah & Utah State University & Utah State Regional Campuses and Distance Education > Utah State University 50 Champlain College & Woodbury College > Champlain College 51 Bastyr University & Seattle Midwifery School > Bastyr University 52 University of Charleston & Mountain State University > University of Charleston 53 Swainsboro Technical Institute & Southeastern Technical College > Southeastern Technical College 54 Schuyler-Chemung-Tioga Boces LPN Program & Steuben-Allegany Boces School of Pract Nursing-Coopers > Schuyler-Steuben-Chemung-Tioga-Allegany BOCES 55 Heart of Georgia Technical College & Sandersville Regional Technical Institute > Oconee Fall Line Technical College 56 Acadiana Technical College & South Louisiana Community College > South Louisiana Community College 57 Louisiana Technical College - Ascension Campus & River Parishes Community College > River Parishes Community College 58 Macon State College & Middle Georgia College & Georgia Aviation and Tech College & Middle Georgia College Eastman (combines 2007) > Middle Georgia State College > Middle Georgia State University 59 Gainesville College & North Georgia College and State University > University of North Georgia July , , , June January June August July , August January July July July July , , , September January , , January ,
6 60 South Georgia College & Waycross College > South Georgia State College 61 Middle Georgia Technical College & Central Georgia Technical College > Central Georgia Technical College 62 Louisiana Technical College - Delta- Ouachita & Talluluah Campus (2010) & Munroe Campus & Northeast Louisiana Technical College > Louisian Delta Community College (2012) 63 Okefenokee Technical Institute & Altamaha Technical College > Coastal Pines Technical College 64 Kennesaw State University & Southern Polytechnic State University > Kennesaw State University 65 Emmanuel School of Religion (Emmanuel Christian Seminary) & Milligan College > Milligan College 66 Southwest Georgia Technical College & Moultie Technical College > Southwest Georgia Technical College > Southern Regional Technical College 67 Texas State Technical College System & Texas State Technical College - Waco & Harlingen & Sweetwater & Marshall > Texas State Technical College 68 Husson College (Husson University) & New England School of Communications > Husson University January , July , July 2010; , July , July , January , July , July , , , , , , Notes: The nal unitid denotes the unitid for the merged institution used in the code. The absorbed unitids indicate the institutions that were merged with the institution denoted by the nal unitid. Sources: Goals.pdf ftp:// Public/Searchable/HB1065.pdf en&showquery=&state=co&submit=search historic_agreement/ 6
7 west-georgia-technical-college article_d05a34cb-29d b884-c45ae16ff44e.html; Medical-Colleges-in-Chicago/ article_0091c c-524b-8232-c39bd2df2143.html; _044_0079_section/072_044_0079_k/ topic Effectiveness/Manual_for_Assessing_IE_and_SLO_ pdf; rodney_201105_edd.pdf Agenda.pdf; and_technical_college_maysville.html Southeast%20Agenda_04_16.pdf pharmacy-acupuncture-schools-to-merge
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