1
Figure text quoted verbatim, with minor adaptations, from: “Utah State Standards for Educational Leadership.” Utah
State Board of Education, May 2018. pp. 1–5. https://www.schools.utah.gov/file/b9dc81f1-75ba-4a30-87e1-
a0e23008b644
2
Gates, S.M. “A Principal Role in Education.” RAND Corporation, November 26, 2014.
https://www.rand.org/blog/2014/11/a-principal-role-in-education.html
3
Ikemoto, G., L. Taliaferro, and E. Adams. “Playmakers: How Great Principals Build and Lead Great Teams of Teachers.”
New Leaders, November 2012. p. 5. https://newleaders.org/wp-content/uploads/2016/09/Playmakers.pdf
4
“Effective Principals = School and District Success.” WestEd. https://www.wested.org/effective-principals-school-district-
success/
5
Matlach, L. “Supporting and Retaining Effective Principals.” Center on Great Teachers and Leaders, American Institutes
for Research, May 2012. p. 1. https://gtlcenter.org/sites/default/files/Snapshot_Retaining_Effective_Principals.pdf
6
[1] Beteille, T., D. Kalogrides, and S. Loeb. “Effective Schools: Managing the Recruitment, Development, and Retention
of High-Quality Teachers.” National Center for Analysis of Longitudinal Data in Education Research, American Institutes
for Research, December 2009. p. 2. https://files.eric.ed.gov/fulltext/ED509688.pdf [2] Grissom, J.A. and B. Bartanen.
“Strategic Retention: Principal Effectiveness and Teacher Turnover in Multiple-Measure Teacher Evaluation Systems:”
American Educational Research Journal, 56:2, September 26, 2018. p. 514. Accessed via SAGE Journals. [3] Shelton, S.
“Preparing a Pipeline of Effective Principals: A Legislative Approach.” National Conference of State Legislatures, 2012. p.
1. http://www.ncsl.org/documents/educ/PreparingaPipelineofEffectivePrincipalsFINAL.pdf
7
Krasnoff, B. “Leadership Qualities of Effective Principals.” Northwest Comprehensive Center, Education Northwest, 2015.
pp. 1–2. https://nwcc.educationnorthwest.org/sites/default/files/research-brief-leadership-qualities-effective-
principals.pdf
8
[1] “Leadership Matters: What the Research Says About the Importance of Principal Leadership.” National Association
of Secondary School Principals and National Association of Elementary School Principals, 2013. p. 3.
https://www.naesp.org/sites/default/files/LeadershipMatters.pdf [2] Shelton, Op. cit., p. 1.
9
[1] Branch, G.F. “School Leaders Matter.” Education Next, 13:1, Winter 2013. https://www.educationnext.org/school-
leaders-matter/ [2] Meador, D. “The Role of the Principal in Schools.” ThoughtCo, January 14, 2019.
https://www.thoughtco.com/role-of-principal-in-schools-3194583
10
Rowland, C. “Principal Professional Development: New Opportunities for a Renewed State Focus.” American Institutes
for Research, February 9, 2017. https://www.air.org/resource/principal-professional-development-new-opportunities-
renewed-state-focus
11
Williamson, R. “The Importance of the School Principal.” Education Partnerships, Inc., January 9, 2011. pp. 4–7.
https://files.eric.ed.gov/fulltext/ED538828.pdf
12
Bulleted text quoted verbatim, with minor adaptations, from: [1] “The School Principal as Leader: Guiding Schools to
Better Teaching and Learning.” The Wallace Foundation, 2013. pp. 4, 6. https://www.wallacefoundation.org/knowledge-
center/Documents/The-School-Principal-as-Leader-Guiding-Schools-to-Better-Teaching-and-Learning-2nd-Ed.pdf [2]
“Leadership Matters: What the Research Says About the Importance of Principal Leadership," Op. cit., pp 3-4.
13
Figure text quoted verbatim, with minor adaptations, from: Perez-Katz, A. “The Power of Principals: Why They Are So
Important to Building Great Schools.” U.S. Department of Education, October 27, 2015. https://blog.ed.gov/2015/10/the-
power-of-principals-why-they-are-so-important-to-building-great-schools/
14
Mertler, C.A. “Data-Driven Classroom: Introduction to Data-Driven Educational Decision Making.” Association for
Supervision and Curriculum Development, August 2014.
http://www.ascd.org/publications/books/sf114082/chapters/Introduction_to_Data-
Driven_Educational_Decision_Making.aspx
15
Balow, C. “Six Steps for School Leaders to Use Data Effectively.” Illuminate Education, June 8, 2017.
https://www.illuminateed.com/blog/2017/06/six-steps-school-leaders-use-data-effectively/
16
Roy, P. “Principals Model Data Analysis to Make Decisions.” The Learning Principal, October 2005. p. 3.
https://learningforward.org/docs/the-learning-principal/lp10-05roy.pdf?sfvrsn=2
17
[1] Richardson, J. and D. Mero. “Making the Mathematics Curriculum Count: A Guide for Middle and High School
Principals-Chapter 3, Analyzing Data for Schoolwide and Individual Student I-mprovement.” National Association of
Secondary School Principals, 2007. p. 35.
https://www.principalsmonth.org/igx_temp/nassp_leading_success/Mod_2_Act_5_reading_mathCurriculumCount_p35-
55.pdf [2] “What Are Longitudinal Data?” National Longitudinal Surveys | U.S. Bureau of Labor Statistics.
https://www.nlsinfo.org/content/getting-started/what-are-longitudinal-data
18
[1] Moore, R. and T. Shaw. “Principals’ Use of Data: An Executive Summary.” ACT, 2017. p. 4.
http://www.act.org/content/dam/act/unsecured/documents/R1660-principals-use-of-data-2017-12.pdf [2] Polnick, B.
and S.L. Edmonson. “Expanding Data Analysis Skills in Educational Leaders:” Scholar-Practicioner Quarterly, 3:1, 2005. p.
45. https://files.eric.ed.gov/fulltext/EJ796136.pdf
19
“The Importance of Data-Based Decision Making.” Corwin. pp. 5–6. https://us.corwin.com/sites/default/files/upm-
binaries/25562_1204_Goldring___Ch_1_excerpt.pdf
20
Fenton, B. and M. Murphy. “New Leaders for New Schools: Data-Driven Instruction.” Association for Supervision and
Curriculum Development. http://www.ascd.org/ascd-express/vol5/508-fenton.aspx
21
“The Importance of Data-Based Decision Making,” Op. cit., p. 15.