Hernando County School Board Superintendent’s 360 Degree Feedback Survey Report Submitted July 25, 2017 Prepared by: Center for Research, Evaluation, Assessment, and Measurement University of South Florida i    About the Authors George MacDonald, Ph.D. George MacDonald is the Director for the Center for Research, Evaluation, Assessment, and Measurement (CREAM) in the College of Education at the University of South Florida. George holds a Ph.D. in Curriculum and Instruction with an emphasis in Measurement and Evaluation. MacDonald is a Co-Principal Investigator for the National Science Foundation (NSF) funded study, The Effects of Social Capital and Cultural Models on the Retention and Degree Attainment of Women and Minority Engineering Undergraduates. He is responsible for a number of program evaluations, and conducts the Assisted Living Facilities and State-Wide Public Guardianship certification exams for the Florida Department of Elder Affairs. His research agenda focuses on cognitive diagnostic assessment employing the linear logistic test model particularly as it applies to mathematics education. Reginald Lee, M.A. Mr. Reginald Lee is a senior social and behavioral researcher at the Center for Research, Evaluation, Assessment, and Measurement and a Co-Principal Investigator for the National Science Foundation (NSF) funded study, The Effects of Social Capital and Cultural Models on the Retention and Degree Attainment of Women and Minority Engineering Undergraduates. Mr. Lee combines academic and workforce experience using mixed methods to address educational policy issues. He is a former special education teacher and a candidate to receive his Ph.D. with dual specializations in educational measurement and research, and special education (2017). ii    Table of Contents ABOUT THE AUTHORS ......................................................................................................................... II  TABLE OF CONTENTS ........................................................................................................................ III  CREAM OVERVIEW ..............................................................................................................................IV  EXECUTIVE SUMMARY ........................................................................................................................ 1  BACKGROUND ......................................................................................................................................... 2  PSYCHOMETRICS ................................................................................................................................... 2  Survey Validity ............................................................................................................................... 2  Survey Reliability ........................................................................................................................... 3  Method ............................................................................................................................................ 3  Item Performance .......................................................................................................................... 4  Cognitive Diagnostic Assessment of Survey ................................................................................ 4  RESULTS .................................................................................................................................................... 6  Sample Results ............................................................................................................................... 6  School‐based Respondents............................................................................................................. 9  District-based Respondents ......................................................................................................... 10  Sample Results by Domain .......................................................................................................... 12  ANONYMOUS THEMATIC ANALYSIS.............................................................................................. 17  REFERENCES .......................................................................................................................................... 22  APPENDICES ........................................................................................................................................... 23  iii    CREAM Overview The Center for Research, Evaluation, Assessment and Measurement (CREAM) is a “hub” of research activity in the College of Education. It houses all funded research projects in the College, provides a venue for faculty engagement in interdisciplinary research efforts, and supports faculty engagement in a broad range of research activities (e.g., qualitative, quantitative, and mixed methods). In addition, CREAM utilizes the talents of faculty in the College of Education to provide a broad spectrum of research-related services (e.g., program evaluation, analytical inquiry, and technical consultation) at the local, regional, national, and international level. Mission To engage in high-quality research, evaluation, assessment, and measurement efforts and enhance the culture of research productivity in the College of Education Objectives:      Facilitate the implementation of high quality funded-research projects Facilitate faculty and student engagement in interdisciplinary research, evaluation, assessment, or measurement opportunities Provide consulting services related to research design through the Consulting of Research in Education (Core) Build and extend the faculty and student capacity for engagement in high quality research, evaluation, assessment, or measurement efforts through professional development opportunities Showcase faculty and student research, evaluation, assessment, or measurement efforts. iv    Executive Summary The University of South Florida, Center for Research, Evaluation, Assessment and Measurement (CREAM), was contracted by the Hernando County School Board (HCSC) to develop, administer electronically, and analyze a Superintendent’s 360 Degree Feedback Survey instrument. CREAM was provided names and/or email addresses for 3,051 employees. Responses were received from 942 individuals. Of those who began the survey CREAM received data from 4 school board members, 40 School-based Administrators, 548 School-based Instructional Staff, 185 School-based non-Instructional Staff, 109 District Staff, 26 School-based Administrators, and the Superintendent. There were 52 Likert type items on the online Survey and two open ended items. The items were developed employing Danielle Stufflebeam’s Superintendents Duties (Stufflebeam, 1995). The items were mapped to the nine domains of the Superintendent Competencies of the American Association of School Administrators (AASA). We examined the average respondent rating by item. The results demonstrate the Superintendent received average scores between 3.01 and 3.49 on 18 of the 52 items and was scored between 2.0 and 2.99 on 33 items. One of the items was exactly on the mean. In sum, the performance of the Superintendent as reported by employees of the Hernando County School District is 2.86 which falls between slightly to moderately effective on the survey scale. Next we analyzed the item responses by AASA domain using cognitive diagnostic assessment modeling. We employed the approach used by MacDonald (2013). The non-linear fixed procedure fits the model by maximizing an approximation to the likelihood integrated over the random effects (SAS PROC NLMIXED). These results demonstrate a similar pattern as seen in the item means. Results indicated her strongest areas of performance was Values and Ethics of Leadership and her weakest area was Communication and Community Relations. According to Cohen (1986) both of these fall into the range of medium sized effects (.50 - .79). Results also demonstrate that School-based Administrators and District Administrators rate the Superintends performance higher than Instructional, non-instructional and District Staff. In brief, her overall performance ratings as reported by employees of the District is average with one domain below average and another above average. The Qualitative results as reported in 90 pages of written response to the two open-ended items indicate some believe she has strong beliefs, is guided by deeply held principles and believes in her students and their success. They believe she has a vision, establishes high expectations for all staff and is a data driven decision maker. However, others have strong feelings she leads a fear-based administration, is vindictive when solving disagreements, communicates poorly with all groups and retaliates against those who disagree with her. Many are now discouraged with her job performance and believe she has broken their trust. These people believe it is time for a change in Superintendents. 1    Background The University of South Florida, Center for Research, Evaluation, Assessment and Measurement (CREAM), was contracted by the Hernando County School Board (HCSC) to develop, administer electronically, and analyze a Superintendent’s 360 Degree Feedback Survey instrument. The development process was initiated following a psychometric consultation (Dr. George MacDonald, 2016) to the Hernando County School Board chaired by First Last. In an effort to reduce costs to the school district the survey was administered electronically. CREAM consulted with the school board, former Deputy Superintendent Eric Willams, and Superintendent Lori Romano. Protocols were developed to conduct interviews and focus groups with teachers, principals, parents, and district staff. Visits to an elementary and a high school afforded opportunities to learn what the various constituencies considered important in the survey instrument. Development of the survey was an iterative process with changes made to the instrument at each step. The survey was piloted with a group of high school teachers in a paper and pencil format. The survey was presented to Superintendent Romano in a meeting at the district office the day before Thanksgiving 2016. The Superintendent shared the survey with her cabinet and solicited their feedback. Their comments were considered and a request to meet with the School Board was made of the Superintendent. Dr. MacDonald presented the survey to a School Board Workshop on January 24th, 2017. Following the workshop final changes were made to the survey as requested by the School Board members. To assure respondents’ anonymity the final survey was administered through CREAM and responses secured on a password protected server at the University of South Florida. Psychometrics Survey Validity It is necessary to establish that the survey is reliable or a consistent measure of the performance domains required by a school district superintendent. It is possible for a survey to be reliable and not be a valid measure. Evidence of validity is important in determining the appropriate use of the survey as a tool to add value to the annual evaluation of a superintendent. There are four types of validity to consider in assessing the validity of the survey instrument: 1. Content 2. Criterion-related 3. Construct 4. Consequential Content validity considers the alignment between survey questions and performance domains. We conducted individual and focus group interviews with two school principals, two groups of teachers (elementary and high school), three school board members, and Superintendent Romano during the survey development phase to judge content validity. This process included both face validity in that survey items appear to measure a construct (e.g., policy and governance). Updated 2    content –related evidence of validity came from the judgments of district staff and school board members’ feedback following a January Board Workshop. An additional step in determining content validity evaluated the survey items from the perspective of Stufflebeam’s Evaluation of Superintendent Performance: Toward a General Model (1995). Construct validity refers to whether the survey items measure domains that capture the intersection of superintendent competencies (AASA) and superintendent of a school district superintendent. Questions permitted respondents to provide their level of agreement or perceived level of effectiveness to the specific questions mapped to the domains of interest. Appendix B presents Stufflebeam’s matrix. Survey Reliability The Superintendent’s 360 Degree Feedback Survey is a 52-question survey with questions mapped to nine domains. Responses were dichotomized at the mean to obtain parameter estimates using De Boeck and Wilsons (2004) extension of Fischer’s Linear Logistic Test Model (1973). Cronbach’s alpha is a measure of internal consistency. The reliability estimate for the total items on the scale is 0.99. Values above 0.7 are considered acceptable, and values approaching 0.9 are considered good (Cronbach, 1951). The Cronbach alpha values for the individual domains range between 0.80 and 0.98 which provides strong evidence that the survey is reliably targeting the nine domains. When considering the use of cognitive diagnostic assessement, reliability estimates stabilize once the sample size has reached approximately 600 respondents (MacDonald, 2013). A sample size above 600 per domain provides strong evidence the parameters estimates for this survey are stable. Therefore we can have confidence the parameter estimates on the nine domains ranging from 0.71 to -0.68 are reliable. Summary statistics for the full sample are found in Tables 4 and 5. Method Responses form a row in the person response matrix which is transposed so that person becomes an item group and item responses are nested in the person (group) and the q-matrix. The person ability estimate (theta) was generated (approximately distributed) from a normal distribution with a mean 0, and standard deviation 1. A Q-matrix (a.k.a., weight matrix) was created to provide the initial cognitive component values, the item-response matrix was developed from survey responses from Hernando County School District Superintendent’s 360 Degree Feedback Survey. Sample. A sample of Hernando County School District employees, school board members and the Superintendent was developed from responses to a USF-CREAM administered online survey (942 respondents, 52 survey Likert-type items, scored dichotomously). Procedure. The analysis of the survey sample followed the approach used by MacDonald (2013). SAS’s NLMixed Procedure was employed to fit a non-linear mixed model that maximizes an approximation to the likelihood integrated over the random effects. When the marginal likelihood is formed in this way, the undesirable limitation on person inferences is avoided. 3    Item Performance Individual survey item responses are presented in Tables 4 and 5 using the percentage responding above the mean rating as agree and effective. High percentages indicate that for a particular survey question respondents were more likely to respond favorably (agree, effective) while low percentages indicate that respondents were less likely to respond favorably (disagree, not effective). The average rating was above three on 18 of the 52 questions (34.5 %) indicating that respondents were more likely to agree or view the Superintendent as effective. The average rating was below three on 33 of the 52 questions (63.4 %) indicating these respondents were less likely to agree or view the Superintendent as effective. There was one question with a mean rating of three (1.9 %). Cognitive Diagnostic Assessment of Survey The Linear Logistic test Model (LLTM) (Fisher, 1973; MacDonald, 2013), is a cognitive diagnostic assessment approach, used to derive the estimates to evaluate the validity of the domains surveyed. A negative estimate provides evidence that respondents were more likely to endorse an item. Positive value indicate respondents were less likely to endorse an item. These estimates allow us to see differences between performances ratings for school-based administrators, district administrators, school-based instructional staff, school-based noninstructional staff, school board members and district staff. Before estimation, every item is dichotomized. The Likert items are dichotomized at the mean with 1 indicating above mean in agree/effective direction, and 0 below mean in disagree/ineffective direction. The model that is estimated has the following form Pr  p   exp  p  i  1  exp  p   i  Pr  p  where   is the probability of the respondent giving a 1 response to item i, p is the “ability” of the respondent, and a i is the difficulty of item i. Domains enter into the model as determinants of the difficulty of each item, as expressed in the following equation p i   ij j  c   j 1 where j j is the parameter estimate for the cognitive component (CKS) j,  ij is the given weight of with respect to the difficulty of item i, and c is an arbitrary normalization constant. In this survey there are nine domains and each item has a weight on each of the nine domains that is either 1 or 0 as determined by researcher judgment and represented in the “Q matrix.” 4      If we substitute the second equation into the first we get: p   exp   p   ij j  c  j 1     Pr  p   p   1  exp   p   ij j  c  j 1    From inspection of this equation we can see that a negative parameter estimate for a given j makes the term in parenthesis larger and so increases the probability of a 1 response to the item. A  positive parameter estimate for a given j makes the term smaller and so decreases the probability of a 1 response. In the original context of testing where a 1 response means person i was correct on item j, negative coefficients mean easier items (higher probabilities of superintendent effectiveness and positive coefficients mean harder items (lower probabilities of superintendent effectiveness). 5    Results Sample Results Data were collected from two sources provided by Hernando County School Board staff. We were provided a list of names and email addresses. These individuals were emailed an individual link to access the survey. We were also provided a list of names and work units for individuals that did not have a school district email address. Individuals whose names were provided in this manner were directed to specific school sites where they could access the survey portal through the school librarian (See table 1). Table 1. Hernando Superintendent 360 Degree Feedback Survey Distribution Summary Email Invitation Personal Link Total Respondent Pool 2549 502 3051 Respondents 910 32 942 Completion Rate 35.7 % 6.4 % 30.9 % Participants were presented with a letter authorized by the Hernando School Board and Superintendent Lori Romano describing the purpose of the survey, the intended use of the survey results, and assurances regarding the confidentiality of their responses. Respondents were asked to provide the position that best described their role with the Hernando County School District from among seven options. The roles, number and percent are presented in table 2.   Table 2. Respondent, School District Roles, Number and Percent Position School Board Member (1) School‐based Administrator (2) School‐based Instructional Staff (3) School‐based Non‐Instructional Staff (4) District Staff (5) District‐based Administrator (6) Superintendent (7) Number 4 40 548 185 109 26 1 Percent 0.4 4.4 60.0 20.3 11.9 2.8 0.1   The coefficients presented in Table 3 indicate the Superintendent performance as rated by the respondents. The estimates use a logit scale (-4 to +4). Principals, assistant principals, teachers, and non-instructional staff comprise the school-based respondents. In the context of 360 degree feedback survey we might think of the four groups as school levels each a bit further from direct supervision or influence from the Superintendent. In the Hernando County School District the Superintendent recommends individuals for the principal role and these individuals serve at the pleasure of the Superintendent. In turn the principals are responsible for sharing the Superintendent’s vision with the staff in their respective schools. Results for school-based administrators suggest they found it easier to endorse the effectiveness of the Superintendent’s performance when compared to instructional and non-instructional staff for 6    seven of the nine domains surveyed. With the exception of Leadership and District Culture and Human Resources Management school-based administrators were more likely to endorse the effectiveness of the superintendent than instructional or non-instructional staff. Table 3 presents the results of the Cognitive Diagnostic Assessment for the Superintendent Competencies by sample size and role group.   Table 3. Linear Logistic Test Model Domain Estimates for Sample and Role Groups Survey Domain Leadership and District Culture Policy and Governance Communication & Community Relations Organizational Management Curriculum Planning and Development Instructional Leadership Human Resources Management Values and Ethics of Leadership Labor Relations Sample ‐0.13 0.13 0.71 0.07 0.29 -0.07 0.32 ‐0.68 0.17 2 0.1 ‐0.13 0.11 ‐0.35 ‐0.32 ‐0.36 0.71 ‐1.08 ‐0.94 3 ‐0.03 0.17 0.94 0.22 0.46 ‐0.11 0.42 ‐0.69 0.26 4 ‐0.22 0.07 0.34 ‐0.31 0.34 0.22 0.17 ‐0.58 0.33 5 ‐0.39 0.31 0.26 0.04 ‐0.29 ‐0.04 0.2 ‐0.59 ‐0.21 6 ‐0.21 0.49 0.38 ‐0.31 ‐0.05 ‐0.56 0.44 ‐0.83 ‐0.52 Note: 1‐ School Board members (omitted), 2‐School‐based Administrators, 3‐School‐based Instructional staff, 4‐School‐based Non‐Instructional staff, 5‐District Staff, 6‐District‐based Administrators   Table 4 contains the individual items on which the Superintendent was rated above the mean. The values in table 4 are interpreted as the proportion agreeing, or judging the superintendent to be effective for individual survey questions. In brief the respondents rated the superintendent highest for promoting high standards for staff performance (3.49). In absolute terms, however, the Superintendents highest rating of 3.49 provides evidence she is judged to be slightly above neutral and just below agree on Superintendent effectiveness for the items contained in table 4. Table 4. Number, Mean, Standard Deviation & Item-to-total Correlation for Items above the Mean Item N Mean S.D. Promotes high standards for staff performance Delegates responsibility Promotes high standards for teaching Ensures use of student data to adapt practices Promotes the school district's mission and vision Promotes high standards for learning Ensures professional development for staff Participates in community events and activities Ensures the evaluation of all staff Ensures use of current research to adapt practices Ensures school district compliance with federally‐funded education program requirements Models appropriate moral leadership Ensures high quality curriculum Ensures school district compliance with legal requirements 759 655 743 637 762 750 668 610 627 615 550 3.49 3.49 3.48 3.48 3.44 3.42 3.35 3.34 3.34 3.21 3.17 1.41 1.39 1.40 1.39 1.41 1.43 1.44 1.45 1.44 1.41 1.30 743 652 559 3.14 3.11 3.10 1.48 1.44 1.34 Item‐Total Correlation 0.74 0.69 0.74 0.77 0.77 0.76 0.75 0.77 0.73 0.82 0.85 0.79 0.80 0.85 7    Ensures improvement in student achievement Implements school board policies and practices Ensures leadership development for staff Communicates with School Board members Recognizes others for their professional efforts 648 618 638 443 753 3.09 3.07 3.06 3.03 3.00 1.46 1.29 1.46 1.40 1.48 0.86 0.87 0.85 0.86 0.79 Table 5 contains the individual items on which the Superintendent was rated below the mean. The values in table 5 are interpreted as the proportion dis-agreeing, or judging the superintendent to be ineffective for individual survey questions. In brief the respondents rated the superintendent lowest for communication with school volunteers (2.00) In absolute terms the Superintendents lowest rating of 2.00 provides evidence she is judged to be somewhat or slightly effective. When the scale is agreement a low mean suggest the respondents somewhat disagree the superintendent is effective. In brief, the respondents rated the superintendent as ineffective in communications with almost every group. Table 5. Number, Mean, Standard Deviation & Item-to-total Correlation for Items below the Mean Item N 612 Ensures maintenance of district facilities 610 Ensures development of district technology plan Ensures effective culturally diverse policies and practices 569 524 Recommends policies to the school board Ensures school district compliance with special education 577 479 Communicates with School Administrators 666 Shares authority Empowers leadership of others 710 645 Balances community concerns and the best interest of 641 Provides timely information 729 Takes risks to encourage positive change 441 Communicates with Business and community leaders 633 Supports new ideas 670 Leads by example Shares opportunities to problem solve 617 Communicates about the Information parents need 624 636 Actively listens to diverse opinions and interests Ensures approaches to attract highly qualified professionals 635 686 Supports independent action 674 Listens to needs and concerns 633 Maintains effective working relationships Communicates with the groups 544 Explains budget issues and budget decisions to community 608 740 Works effectively to build consensus 538 Communicates with the News media 636 Explains budget issues and budget decisions to school 672 Communicates about the needs of the school district Communicates about the information staff need 635 675 Communicates about the information teachers need Mean S.D. Item‐Total 2.96 1.47 0.78 2.95 1.47 0.83 2.95 1.37 0.87 2.94 1.27 0.88 2.90 1.36 0.83 2.86 1.40 0.91 2.85 1.44 0.76 2.83 1.48 0.84 2.78 1.46 0.92 2.76 1.44 0.87 2.76 1.44 0.83 2.74 1.47 0.85 2.74 1.46 0.88 2.71 1.54 0.91 2.62 1.50 0.91 2.58 1.40 0.88 2.57 1.50 0.88 2.57 1.48 0.87 2.55 1.42 0.84 2.55 1.53 0.87 2.55 1.50 0.90 2.51 1.47 0.87 2.49 1.42 0.86 2.48 1.45 0.87 2.45 1.40 0.86 2.43 1.41 0.87 2.38 1.43 0.89 2.31 1.41 0.91 2.25 1.40 0.89 8    Communicates with parents and students Communicates with School Support and Facility Staff Communicates with teachers Communicates with school volunteers 596 543 668 445 2.20 2.09 2.03 2.00 1.36 1.40 1.35 1.37 0.86 0.85 0.84 0.81 School-based Respondents Figure 1 presents graphically the parameter estimates in logits for school-based respondents, administrators, instructional staff, and non-instructional staff. High negative logits indicate groups were more likely endorse the Superintendent’s performance on a domain. High positive logits indicates that respondents were less likely to endorse the Superintendent’s performance on a domain. The parameter estimates presented in Table 3 are described below. School administrators were more likely to endorse the Superintendent’s performance on the Values and Ethics of Leadership (-1.08), Labor Relations (-0.94), Instructional Leadership, (-0.36), Organizational Management (-0.35), and Curriculum Planning, and Development (-0.33) domains. School administrators were less likely to endorse the Superintendent’s performance on Human Relations Management (0.71). School-based instructional staff were more likely to endorse the Superintendent’s performance on the Values and Ethics of Leadership (-0.69) domain. School-based instructional staff were less likely to endorse the Superintendent’s performance on the Communications and Community Relations (0.94), Curriculum Planning, and Development (0.46), Human Relations Management (0.42), and Labor Relations (0.26) domains. Non-instructional staff were more likely to endorse the Superintendent’s performance on two domains, Values and Ethics of Leadership (-0.58) and Organizational Management (-0.31) and were less likely to endorse the Superintendent’s performance on the Curriculum Planning, and Development (0.34), Communications and Community Relations (0.34), and Labor Relations (0.33) domains.   Figure 1. Linear Logistic Test Model Parameter Estimates for School‐based Individuals 9    District‐based Respondents Figure 2 presents graphically the parameter estimates in logits for district-based respondents, district-based administrators, district staff, and school board members. As in the previous section, high negative logits indicate that respondents were more likely to endorse the Superintendent’s performance on the domains. High positive logits indicates that respondents were less likely to endorse the Superintendent’s performance on a domain. The parameter estimates presented in Table 3 are discussed below. District staff were more likely to endorse the Superintendent’s performance on three domains, Values and Ethics of Leadership (-0.59), Leadership and District Culture (-0.39) and Curriculum Planning, and Development (-0.29). District staff were less likely to endorse the Superintendent’s performance on the Policy and Governance (0.31), and Communications and Community Relations (0.26) domains. District-based administrators were more likely to endorse the Superintendent’s performance on the Values and Ethics of Leadership (-0.83), Instructional Leadership (-0.56), Labor Relations (-0.52), and Organizational Management (-0.31) domains. District-based administrators were less likely to endorse the Superintendent’s performance on the Policy and Governance (0.48), Human Resources Management (0.43) and Communications and Community Relations (0.38) domains.   Figure 2. Linear Logistic Test Model estimates for District‐based Staff & School Board Members Figure 3 presents graphically the parameter estimates in logits for the three organizational units, academic services, business services, and support operations. As mentioned previously, high negative logits indicate that respondents were more likely to endorse the Superintendent’s performance on the domains. High positive logits indicates that respondents were less likely to endorse the Superintendent’s performance on a domain. Table 6 presents the parameter estimates for the full sample and the organizational units. 10    Academic Services respondents were more likely to endorse the Superintendent’s performance on the Values and Ethics of Leadership (-0.35) and Labor Relations (-0.26) domains. Academic Services respondents were less likely to endorse the Superintendent’s performance on the Policy and Governance (0.37), and Communications and Community Relations (0.23) domains. Business Services respondents were more likely to endorse the Superintendent’s performance on the Values and Ethics of Leadership (-1.08) and Organizational Management (-0.79) domains. Business Services respondents were less likely to endorse the Superintendent’s performance on the Labor relations (0.93), Leadership and District Culture (0.52), and Curriculum Planning and Development (0.45) domains. Support Operations respondents were more likely to endorse the Superintendent’s performance on the Values and Ethics of Leadership (-0.77) and Leadership and District Culture (-0.51) domains. Support Operations respondents were less likely to endorse the Superintendent’s performance on the Curriculum Planning and Development (1.20) and Human Resources Management (0.52), and Labor Relations (0.26) domains. Figure 3.  Linear Logistic Test Model Parameter Estimates for Organizational Units    Table 6. Linear Logistic Test Model Estimates for Total Sample and Organizational Units Survey Domain Leadership and District Culture Policy and Governance Communication and Community Relations Organizational Management Curriculum Planning and Development Instructional Leadership Human Resources Management Sample ‐0.13 0.13 0.71 0.07 0.29 -0.07 0.32 AS ‐0.13 0.37 0.23 0.00 ‐0.01 0.01 0.14 BS 0.52 ‐0.20 0.03 ‐0.79 0.45 ‐0.19 ‐0.16 SO ‐0.51 ‐0.08 0.18 ‐0.21 1.20 0.07 0.52 11    ‐0.68 0.17 Values and Ethics of Leadership Labor Relations ‐0.35 ‐0.26 ‐1.08 0.93 ‐0.77 0.26   Note; 1‐Academic Services, 3‐Business Services, 4‐Support Operations Sample Results by Domain Tables 7 to 15 present the dichotomized variables used in the linear logistic test model analyses. Items were dichotomized so that any item with a mean rating of 3.25 or higher was coded 1 while the values less than the mean rating were coded 0. The values in the tables below should be interpreted as the proportion agreeing, or judging the Superintendent as effective for each survey item. The item means for the original variables are reported in Tables 4 and 5. Leadership and District Culture The parameter estimate for this domain (-0.13) suggests an average rating for her performance. Fourteen items mapped to this domain with the proportion greater than 0.50 for nine items. Nearly sixty percent of respondents agreed that the Superintendent promotes high standards for teaching the highest rated item on this domain. Similar proportions of respondents agreed that the Superintendent shares authority (57.3), promotes high standards for staff performance (57.2%), promotes the school district's mission and vision (56.9%), and promotes high standards for learning (56.1%). Only 42 % agreed that that the Superintendent recognizes others for their professional efforts. Table 7. Leadership and District Culture Items Domain Leadership and District Culture (N=14, Alpha = 0.94) Description (Sample Items)               Models appropriate moral leadership Promotes the school district's mission and vision Promotes high standards for teaching Promotes high standards for learning Promotes high standards for staff performance Delegates responsibility Empowers leadership of others Shares authority Supports independent action Recognizes others for their professional efforts Takes risks to encourage positive change Works effectively to build consensus Actively listens to diverse opinions and interests Supports new ideas Policy and Governance The parameter estimate for this domain (0.13) suggests an average rating for her performance. Nine items mapped to the Policy and Governance domain with the proportion greater than 0.50 for three items. Almost two‐thirds of respondents rated the Superintendent’s level of effectiveness highly in response to the question, recommends policies to the school board (64.88%). Slightly 12    fewer than 40 percent of respondents rated the Superintendent as effectively communicating the needs of the school district (38.09%). Table 8. Policy and Governance Items Domain Description (Sample Items) Policy and Governance  Recommends policies to the school board (N=9, Alpha = 0.93)  Implements school board policies and practices  Ensures school district compliance with federally‐funded education program requirements  Ensures school district compliance with special education program requirements  Ensures school district compliance with legal requirements  Ensures effective culturally diverse policies and practices  Explains budget issues and budget decisions to school district staff  Explains budget issues and budget decisions to community members  Communicates effectively about the needs of the school district Communications and Community Relationships The parameter estimate for this domain (0.71) is statistically significant and a moderate effect. It provides evidence that this domain is an area of concern for the Superintendents’ performance. Nineteen items mapped to the Communications and Community Relations domain with the proportion greater than 0.50 for seven items. Over sixty percent of respondents reported that the Superintendent effectively communicates information that parents need (61.1%). Only 28 percent agreed that the superintendent effectively communicates with teachers. Table 9. Communications and Community Relationships Items Domain Description (Sample Items) Communications and  Promotes the school district's mission and vision Community Relations  Works effectively to build consensus (N=19, Alpha = 0.98)  Explains budget issues and budget decisions to community members  Communicate with School Board members  Communicate with School District staff  Communicate with School Administrators  Communicate with Teachers  Communicate with School support and facilities staff  Communicate with School volunteers  Communicate with Parents and students  Communicate with Business and community leaders  Communicate with News media  Communicates information parents need  Communicates information teachers need  Communicates information staff need  Communicates needs of the school district  Provides timely information  Participates in community events and activities 13     Balances community concerns and the best interest of students Organizational Management The parameter estimate for this domain (0.07) suggests an average rating for her performance. Sixteen items mapped to this domain with the proportion greater than 0.50 for six items. Almost sixty percent of respondents reported that the Superintendent ensures maintenance of district facilities (58.5%), ensures development of district technology plan (57.4%), and shares authority (57.4%). Smaller proportions of respondents report that the Superintendent communicates information teachers need (34.5%), communicates information staff need (35.9%), or communicates about the needs of the school district (38.1%). Table 10. Organizational Management Items Domain Organizational Management (N= 16, Alpha = 0.96) Description (Sample Items)                 Delegates responsibility Empowers leadership of others Shares authority Supports independent action Works effectively to build consensus Communicates with School District staff Communicates information teachers need Communicates information staff need Communicates about the needs of the school district Actively listens to diverse opinions and interests Supports new ideas Maintains effective working relationships Shares opportunities to problem solve Listens to needs and concerns Ensures maintenance of district facilities Ensures development of district technology plan Curriculum Planning and Development The parameter estimate for this domain (0.29) suggests an average rating for her performance. Four items mapped to this domain with the proportion greater than 0.50 for a single item. Respondents report that the Superintendent ensures use of student data to adapt practices (57.4%), however a smaller proportion report that the Superintendent ensures improvement in student achievement (43.7%) Table 11. Curriculum Planning and Development Items Domain Curriculum Planning and Development (N = 4, Alpha = 0.90) Description (Sample Items)     Ensures high quality curriculum Ensures use of student data to adapt practices Ensures use of current research to adapt practices Ensures improvement in student achievement 14    Instructional Management The parameter estimate for this domain (-0.07) suggests an average rating for her performance. Eleven items mapped to this domain with the proportion greater than 0.50 for five items. Respondents reported that the Superintendent promotes high standards for teaching (58.0%), ensures use of student data to adapt practices (57.4%), and promotes high standards for learning (56.1%). However, less than thirty percent of respondents report that the Superintendent communicates with teachers (28.1%). Table 12. Instructional Management Items Domain Instructional Leadership (N= 11, Alpha = 0.94) Description (Sample Items)            Promotes high standards for teaching Promotes high standards for learning Communicates with School Administrators Communicates with Teachers Listens to needs and concerns Ensures high quality curriculum Ensures use of student data to adapt practices Ensures use of current research to adapt practices Ensures professional development for staff Ensures leadership development for staff Ensures improvement in student achievement Human Resources Management The parameter estimate for this domain (0.32) suggests an average rating for her performance. Seven items mapped to this domain with the proportion greater than 0.50 for three items. Over sixty percent reported that the Superintendent ensures effective culturally diverse policies and practices (62.7%). A majority of respondents reported that the Superintendent ensures professional development for staff (54.8%) and ensures the evaluation of all staff (51.2%). However, close to a third of respondents reported the Superintendent does not communicate with school support and facilities staff (30.9%) or communicate with teachers (28.1%). Table 13. Human Resources Management Domain Human Resources Management (N=7, Alpha= 0.90) Description (Sample Items)        Ensures effective culturally diverse policies and practices Communicates with Teachers Communicates with School support and facilities staff Ensures professional development for staff Ensures leadership development for staff Ensures approaches to attract highly qualified professionals Ensures the evaluation of all staff Values and Ethics of Leadership The parameter estimate for this domain (-0.68) is statistically significant and a moderate effect. It provides evidence that this domain is an area of effectiveness for the Superintendents’ performance. Four items mapped to this domain with the proportion greater than 0.50 for three 15    items. Respondents report the Superintendent balances community concerns and the best interest of students (53.6%) and promotes the school district’s mission and vision (56.9%). Less than half of respndents report that the Superintendent models appropriate moral leadership (46.0%). Table 14. Values and Ethics of Leadership Items Domain Values and Ethics of Leadership (N=4, Alpha = 0.84) Description (Sample Items)     Models appropriate moral leadership Promotes the school district's mission and vision Ensures effective culturally diverse policies and practices Balances community concerns and the best interest of students Labor Relations The parameter estimate for this domain (0.32) suggests an average rating for her performance. Three items mapped to this domain with the proportion greater than 0.50 for one item. Less than half of respondents reported that the Superintendent maintains effective working relationships (44.3%) or listens to needs and concerns (43.9%). Table 15. Labor Relations Items Domain Labor Relations (N=3, Alpha= 0.80) Description (Sample Items)    Maintains effective working relationships Listens to needs and concerns Ensures the evaluation of all staff 16    Anonymous Thematic Analysis The online survey included two open ended questions to obtain information from respondents that could be used to provide additional feedback to the school board in addition to the quantitative data shared in the report. The items received 412 responses out of 917 respondents. Using this count 45% of the survey respondents commented. USF will retain the raw responses and condensed reports from these open ended items but due to the requests for anonymity from Hernando County School Board and survey respondents we will not be providing direct quotes. The respondents were asked to respond to the following open-ended item. In what areas is the Superintendent especially effective?   The most common response to this item was that the Superintendent had no areas in which she was especially effective. Many responded they had no intensive interaction or no experience with the Superintendent. There were positive responses to the Superintendents effectiveness, which can be summarized as:              Dr. Romano is a person of strong beliefs and principals. Dr. Romano believes in students and their success in school. Dr. Romano is efficient and has vision having established high expectations for overall staff and students. Dr. Romano is a decision maker who understands policies, procedures, curriculum and technology. Dr. Romano is trying to change the district culture to implement a data driven model scaffolding student success. Dr. Romano is approachable, professional, remembers names, and is willing to entertain ideas. Dr. Romano communicates well with District Administrators and School-based Administrators. Dr. Romano is professional, courteous, and willing to listen to ideas. Dr. Romano is effective in building district leadership and creates an encouraging environment for employees. Dr. Romano communicates well with staff, community partners, stakeholders, families and students. Dr. Romano conducts on-site visits in schools and is especially effective at not being pulled into community drama. Dr. Romano is well-spoken, delegates responsibility well, and has a friendly engaging presence. Dr. Romano employs a systems based approach and is therefore strong in analyzing and solving problems. 17           Dr. Romano has established a vision for the School District which impresses some school based administrators. They trust her capacity as Superintendent and believe she is effective in her role. Many feel Dr. Romano is effective at building partnerships with local government agencies, community stakeholders and business partners for the benefit of the School District. Some feel she is a has made unpopular but needed changes for the betterment of the school district. Many feel she has a positive attitude as she aims the School District toward becoming an “A” grade District. Some feel she is excellent at speaking with members of the Press. Some feel Dr. Romano has a polite and respectful demeanor. Many feel she is highly effective within the community. There were mixed responses to the Superintendents effectiveness, which can be summarized as:          Some feel the Superintendent has no tangible effect on their work. She does a great job listening but does not follow-up on concerns or issues. She pays attention to the elementary and middle schools curricular needs, but is disorganized. Some feel she is good at one-on-one conversation when she makes herself available. Some believe she cares about the District and its success but takes or initiates actions that are not helpful to teachers or students. Many appreciated the Superintendents visits to the schools early in her tenure but rarely see her in the last few years. They feel her early effective communication with teachers has not lasted. Many feel the Superintendent is a good speaker but not a good listener. Some feel her business background is especially helpful and makes her a force to be reckoned with in the community but is detrimental to communication with staff. Many feel she designs, implements and evaluates school programs effectively but without empowering administrative staff to communicate effectively if at all. There were negative responses to the Superintendents effectiveness, which can be summarized as:       The Superintendent is effective in making poor decisions. She never makes it a priority to make the teachers feel appreciated or valued. Evaluations are biased, and administrators are moved without reason, which breeds job insecurity. Many feel she has not visited their school. Many feel she has removed District Administrators, staff, and School-based administrators who do not support her decisions and goals. Many believe she has created an atmosphere of fear and retribution for those that speak out against her or disagree with her positions. Many feel the Superintendent has created an atmosphere of low morale for employees in Hernando County Schools. 18                     Many believe they are on notice about their job performance and therefore do not disagree with or offer suggestions to the Superintendent. Many feel the Superintendent is responsible for those “above the instructional level being clearly closed to feedback from those of us in the classroom”. Many feel the Superintendent is a very poor communicator and organizer. That she is effective in driving down the morale in the School District. Some report that when serious events are reported to the Superintendent they “disappear for caring enough to try and trust her or her confidants.” Many feel the superintendent does not directly engage with teachers, parents and staff. A few believe the Superintendent is dishonest. Some feel the Superintendent presents well to those outside the district but does not follow through on issues or concerns. Some feel she deceives the public and school employees by presenting information in one manner but once she achieves her goals she proceeds with her own plan. Some community members feel the Superintendent does not take part in community events. Many feel the Superintendent does not serve the needs of students and is selfishly oriented toward her own career. Some feel she effectively manipulates data to give the appearance of improvement. Many feel the Superintendent micromanagement leadership style is adversely affecting the District. Many feel the Superintendent fires good employees and that a select few get re-assigned to these positions with fancy new titles and raises. Many feel the Superintendent pretends to listen and will do whatever it takes to appease complaining parents. Many feel the Superintendent is not concerned about what goes on in the classroom focusing instead on measures of student success. Many feel she does not respond to emails, letters or other types of communication. An open ended question was administered and responded which received 512 responses out of 975 respondents. Using this count 53% of the survey respondents commented. USF will retain the 31 pages of raw responses from this item but due to the requests for anonymity from Hernando County School Board and survey respondents we will not be providing direct quotes. 512/975 The respondents were asked to respond to the following open-ended item. In what areas should the Superintendent improve her performance?     Many feel she has eliminated competent staff at the district level for no good reason because she was threatened by them or disagreed with them. Many feel she was effective at enabling a considerable raise for herself but teacher only received a small increase in pay. Some feel that student programs have been cut without notice or explanation. Many feel the superintendent hears the concerns of teacher and should listen and address major issues. 19                                Many feel her administration is not transparent and should be improved. Many feel effective communication from the Superintendent needs improvement. Many feel Dr. Romano should improve in all areas of her job responsibilities. Many feel she should lead by example rather than through issuing orders or delegation to subordinates. Many feel she should visit schools as she did early in her tenure with the District. Many feel the Superintendent should listen to the concerns of teachers. Many feel more money should be re-allocated to the school for instructional purpose. Many have become discouraged and suggest the only solution for problems with the Superintendent is her resignation or termination. Some feel the Superintendent should reach beyond District based and School based administrators to communicate with District staff, school based instructional and noninstructional staff. Many no longer trust the Superintendent and do not believe that trust can be regained. Many feel she should not solve disagreements with vindictive behavior. Many feel she should not make empty promises. Many feel she should not lead a fear based administration. Many want her to put the Districts needs above her own self-interest and career aspirations. A few suggested she enable more professional development for teachers and staff. Many feel Dr. Romano should be more honest in her communications. Many suggest a more targeted purchase of curriculum. Many suggest that Dr. Romano has become less connected with the schools and its teacher, and students and more controlling of information as her tenure has advanced. Many feel there should be more money for maintenance, technology, supplies and curriculum. Many feel the superintendent needs to focus on employee morale at all levels. Many feel the Superintendent favors a few schools within the District and ignores the needs of the remaining schools. Many feel the Superintendent is weak in student achievement because she does not listen to her teachers or support them. Many feel the Superintendent should stop terminating and reassigning political rivals as a means of eliminating competition for her Superintendent position. Some feel she needs to identify and meet the needs of struggling schools within the District. Some feel the superintendent should be more active in the community. Some feel the Superintendent should look into the needs of ESE students. Some think the Superintendent should improve her performance in the area of Emotional/Behavioral Disability (EBD) students. Some believe she should be more receptive to ideas and suggestions. In Sum In sum, the comments indicate the Superintendent is polite, well presented publically and excellent when dealing with the Press. She has strong beliefs, is guided by deeply held principles and 20    believes in her students and their success. She has a vision, establishes high expectations for all staff and is a data driven decision maker. She is working hard to build effective partnerships with local government agencies, community stakeholders and business partners. The comments further indicate she listens without following up on concerns or issues, that she eliminates competent staff at the district level when feeling threatened and has advocated for her own salary increase without considering others in the District. Finally, the responses indicate the Superintendent does not visit the schools as she did early in her tenure, her administration should be more transparent and she should improve her job performance in all areas. They feel she does not communicate well and has created an atmosphere of fear and retaliation for those that speak out against her, which has resulted in low morale within the District. The teachers within the District feel she does not listen to their concerns. Many are now discouraged with her job performance and believe she has created a fear-based administration which has broken trust. That group does not believe the trust can be regained and think the time has come for her to leave the district or be relieved of duties. 21    References MacDonald, G. (2014). The performance of the linear logistic test model when the Q‐matrix is misspecified: A simulation  study. University of South Florida, ProQuest, UMI Dissertations Publishing, 2014. 3618477.     Stufflebeam, D.L. (1995). Evaluation of Superintendent Performance: Toward a General Model. Studies in Educational  Evaluation, 21, 153‐225    Stufflebeam, D.L., (1995). A Portfolio for Evaluation of School Superintendents. Center for Research in Educational  Accountability and Teacher Evaluation (CREATE), Kalamazoo, MI.     22    Appendices 23 Appendix A – Superintendent’s 360 Degree Feedback Survey Hernando County School District Superintendent's 360 Degree Feedback Survey – April 2017        Dear Hernando County School Board employee,        The University of South Florida is administering a Superintendent’s 360 Degree Feedback Survey on behalf  of the Hernando County School Board.  By participating in the survey, you will contribute to the Hernando  County School Board’s annual evaluation of the school district superintendent. The information that you  provide will assist the Hernando County School Board members in evaluating the Superintendent's  performance over the past year.  Your individual responses to the survey will be kept confidential.  Only  members of the USF survey team will have access to your information and responses. Please be assured  that Individually identifiable responses will not be provided in any survey reports.  To be eligible to  participate in this survey, you have received a survey link addressed to an email address provided to USF by  the Hernando County school district. Responses will be encrypted and transmitted electronically to be  stored on a password protected server housed at the University of South Florida in Tampa.  Please be  honest in your responses and provide descriptive answers where asked. We thank  you for responding to the survey, and for participating in the evaluation process. If you have questions  about your participation in this survey, please call Dr. George MacDonald at (813) 974‐5977.        Sincerely,    Beth Naverud (District 3) Board Chairperson    Mark C. Johnson (District 1) Board Vice‐Chairperson    Susan Duval (District 5)    Gus Guadagnino (District 4) Linda K. Prescott (District 2) Board Members      Lori Romano, Superintendent  24    Which one of the following positions best describes your role with the Hernando County School  District?           School Board Member (1)  School‐based Administrator (2)  School‐based Instructional Staff (3)  School‐based Non‐Instructional Staff (4)  District Staff (5)  District‐based Administrator (6)  Superintendent (7)      If you are school‐based employee please indicate school site.                                Brooksville Elementary (1)  Chocachatti Elementary (2)  Deltona Elementary (3)  Eastside Elementary (4)  J. D. Floyd Elementary (5)  Moton Elementary (6)  Pine Grove Elementary (7)  Spring Hill Elementary (8)  Suncoast Elementary (9)  Westside Elementary (10)  Challenger K‐8 (11)  Explorer K‐8 (12)  Winding Waters K‐8 (13)  D. S. Parrott Middle (14)  Fox Chapel Middle (15)  Powell Middle (16)  West Hernando Middle (17)  Central High (18)  Hernando High (19)  F.W. Springstead High (20)  Nature Coast Technical High (21)  Weeki Wachee High (22)  Catapult Academy (23)  Endeavor Academy (24)  Quest Academy (25)  Home School (26)  FL Virtual School ‐ Fulltime (27)  Other Center or Charter (28)  25    If you are district‐based employee please indicate your organizational unit.        Schools (1)  Academic Services Division (2)  Business Services Division (3)  Support Operations Division (4)      How many years have you lived within the Hernando County School District boundaries?           Less than one year (1)  One year (2)  Two years (3)  Three years (4)  Four years (5)  Five or more years (6)  Do not live within school district boundaries (7)  26    Please indicate your level of agreement with the statements below regarding the Superintendent.        Neither  disagree  Somewhat  nor agree  agree (4)  (3)  Strongly  Somewhat  disagree (1) disagree (2)  Models appropriate moral  leadership (1)        Promotes the school district's     mission and vision (2)    Promotes high standards for     teaching (3)    Promotes high standards for     learning (4)    Promotes high standards for staff     performance (5)  Shares authority (8) Supports                                                                                                                                                                                                             independent action (9) Recognizes  others for their  professional efforts (10)       (7)       Empowers leadership of others             Not able to  evaluate (6) Strongly  agree (5)      Delegates responsibility (6)      Takes risks to encourage positive     change (11)      Works effectively to build   consensus (12)                     27    Please indicate  the Superintendent's level of effectiveness for each of the statements below.        Not  Slightly  Moderately  effective at effective (2) effective (3)  all (1)  Recommends policies to the school     board (1)    Implements school board policies     and practices (2)    Ensures school district compliance    with federally‐funded education     program requirements (3)    Ensures school district compliance    with special education program     requirements (4)    Ensures school district compliance   with legal requirements (5)    Ensures effective culturally diverse     policies and practices (6)    Explains budget issues and budget    decisions to school district staff (7)     Explains budget issues and budget    decisions to community members (8)        Not able to Very  Extremely  evaluate (6) effective (4)  effective (5)                                                                                                                                                                                                            28        Not able to  Mostly  Very  evaluate  effectiv e  effectiv e  (6)  (4)  (5)  Somewh at  Not  effectiv e  Effectiv e  effectiv e  (2)  (3)  (1)    School Board members (1) School District                                                                                                        staff (2) School Administrators (3) Teachers     (4)    School support and facilities staff (5)   School volunteers (6) Parents and students     (7)    Business and community leaders (8)    News media (9)                                                   Please indicate how effectively the Superintendent communicates about the topics listed below.        Not able to  Mostly  Very  evaluate  effective  effective  (6)  (4)  (5)  Not  Somewhat  Effective effective  effective (2) (3)  (1)  Information parents need (1) Information             teachers need (2) Information staff need (3)  Needs of the school district (4)                                                  29      Please indicate your level of agreement with the statements below regarding the performance of the  Superintendent.    Neither    Not able to    Strongly  Somewhat  disagree  Strongly  evaluate  Somewhat  disagree  disagree (2) nor agree agree (5)  (6)  agree (4)  (1)  (3)    Actively listens to diverse opinions and   interests (1)                                                                                                                                  Participates in community events and      Supports new ideas (2) Leads by example   (3)  Provides timely information (4)  activities (5)       Balances community concerns and the     best interest of students (6)    Maintains effective working relationships     (7)    Shares opportunities to problem solve     (8)    Listens to needs and concerns (9)                                    30        Neither    Not able to    Strongly  Somewhat  disagree  Strongly  evaluate  Somewhat  disagree  disagree (2) nor agree agree (5)  (6)  agree (4)  (1)  (3)    Ensures high quality curriculum (1)  practices (2)     Ensures use of current research to adapt     practices (3)    Ensures professional development for     staff (4)    Ensures leadership development for staff     (5)    Ensures maintenance of district facilities     (6)      Ensures development of district   technology plan (7)    Ensures approaches to attract highly     qualified professionals (8)  Ensures the evaluation of all staff (9)  Ensures improvement in student  achievement (10)                                                                                                                                                                                  Ensures use of student data to adapt                                           Please consider your experience with the Superintendent and respond to the following questions in the  space provided.        In what areas is the Superintendent especially effective?        In what areas should the Superintendent improve his or her performance?  31      Appendix B – Stufflebeam (1995) Duties and Competencies Matrix Superintendent Competencies (AASA) Superintendent Duties Foster Student Growth Foster Equality of Opportunity Foster a Positive School Climate Lead School Improvement Foster Improvement of Classroom Instruction Lead and Manage Personnel Manage District Resources Foster Positive Student Conduct Foster Effective School Community Relations Engage in Professional Development Relate Effectively to the Board Leadership Communications and District Policy and and Community Culture Governance Relations Curriculum Organizational Planning and Management Development X X X X X X X X X X X X X X X Human Values and Instructional Resources Ethics of Management Management Leadership 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 X X X X X X X X X X X X X Source: Stufflebeam, D.L. (1995). Evaluation of Superintendent Performance: Tward a General Model. Studies in Educational Evaluation, 21, 153‐225 32    1.8 1.4 1.2 0.3 0.6 Ill-1 0.2 -0. 2 -D.E ?l.2 -l.4 ?l.6 -l.8 Appendix Superintendent Core Competency Parameter Estimates by Role Parameter Estimates by Roie Less Likely to Endorse Superintendent's Performance I . I-Ullr I I I .H-- II. More Likely to Endorse Superintendent's Performance 1 luaderrxinp '2 Paine-R. F. 21 ?1 l?lnrn mum in .3 8. Film '1 (If r1 .iinn liiu'nlmn" District Lnliu-e (Jet-emana- Lummun-ly Management Planning 84 Management Management team-I Ship Rt?lntiun'. IE-uarrlMemuers 33