Executive Summary

The Faculty Survey of Student Engagement (FSSE) is administered nationally by the Indiana University Center for Postsecondary Research and provides faculty insight on student academic experiences such as research, internships, and study abroad programs. In addition, the FSSE provides information about faculty roles such as teaching and mentoring. This is the first year WFU participated in the FSSE, joining 90 US institutions in 2022.

The FSSE was administered electronically by the Office of Institutional Research in April 2022 to all Reynolda Campus faculty at Wake Forest University (N = 1,020). A total of 279 responses were submitted, representing a 27% response rate (estimated margin of error \(\pm\) 8.4%). The respondents were not representative of the faculty when comparing distributions across school (e.g. Business School). For example, the responses submitted overrepresented the College faculty population at Wake Forest. To address some concerns around nonresponse bias, all analyses were performed with post-stratification weights by school. The majority of respondents were College (82%), Graduate (6%), and Business (5%) faculty. Other respondents were Law (4%), Library (3%), and Divinity (0.4%) faculty.

Faculty at Wake placed high emphasis on several FSSE scales including Effective Teaching Practices, Reflective & Integrative Learning, and Higher-Order Learning. Faculty indicated it is most important for undergraduates to participate in the High-Impact Practices of having a field experience such as an internship, a culminating senior experience such as a capstone course, and a study abroad program. Roughly four in five respondents agreed or strongly agreed that they feel comfortable “being myself” at Wake, feel like they are part of the Wake community, and feel valued by Wake.

For each item below, a statistical test for the difference between groups (e.g. gender) is performed. If the difference between groups is found to be statistically significant, this analysis reports effect sizes in order to allow one to compare the magnitude of the difference. Each item that is found to have a difference between groups and indicates at least a small effect size is highlighted in the following colors. This report provides a summary of each section (e.g. FSSE Scales Comparison) followed by the comparison within WFU faculty by gender, race/ethnicity, tenure track (excluding adjunct faculty), and adjunct status. Please note all the preceding variables were self-reported in the survey and not confirmed using internal WFU data since individual WFU IDs were not collected. (See here for more on survey analysis methodology.)

Size Criteria
Large Effect >= 0.80
Medium Effect >= 0.50
Small Effect >= 0.20

FSSE Scales Summary

Complementing the Engagement Indicators developed for the National Survey of Student Engagement (NSSE), the FSSE groups information from a subset of items into ten scales to provide a more reliable, cumulative measure of areas of notable interest. Each FSSE scale is expressed on a 0 to 60 metric. Component items are converted to a 60-point metric (e.g., Not important=0, Somewhat important=20, Important=40, Very Important=60), then averaged together to compute faculty-level scores.

Wake Forest University faculty scored highest on Effective Teaching Practices (46.8), Reflective & Integrative Learning (42.2), and Higher-Order Learning (41.0). Faculty scored lowest on Discussions with Diverse Others (23.0).

Faculty at WFU in 2022 scored differently by gender with a small effect in the following categories:

  • Women typically indicated greater levels of Reflective & Integrative Learning than men (45.2 vs 38.9).
  • Women typically reported more frequent incorporation of Learning Strategies than men (35.7 vs 29.7).
  • Women typically indicated greater levels of Supportive Environment than men (42.7 vs 38.0).
  • Women typically scored higher in Discussions with Diverse Others than men (25.8 vs 21.1).

White faculty and Under-Represented Minority (URM) faculty scored equally on almost all scales, except for one (medium effect size):

  • URM faculty indicated greater levels of Supportive Environment than white faculty (45.2 vs 39.2).

Faculty scored differently by tenure status with a small effect in the following categories:

  • Faculty not on a tenure track scored higher than tenured faculty or faculty on a tenure track in Effective Teaching Practices (49.0 vs 45.2).
  • Faculty not on a tenure track indicated greater levels of Supportive Environment than tenured faculty or faculty on a tenure track (43.7 vs 39.4).

Faculty scored differently by adjunct status with a medium effect in the following categories:

  • Non-adjunct faculty indicated greater levels of Student-Faculty Interaction than adjunct faculty (34.0 vs 26.6).
  • Adjunct faculty scored higher than non-adjunct faculty in Quality of Interactions (42.6 vs 37.9).

For the full lists of the scale score comparisons please see the section FSSE Scales Comparison.

High-Impact Practices Summary

Corresponding to the High-Impact Practices (HIPs) developed in the NSSE, faculty are asked about particular student academic experiences and how well their institution incorporates them. HIPs, which have been found to positively correlate with student learning and retention, “demand considerable time and effort, facilitate learning outside of the classroom, require meaningful interactions with faculty and students, encourage collaboration with diverse others, and provide frequent and substantive feedback.” Faculty at WFU indicated the most importance in undergraduate participation of a field experience such as an internship (74%), a culminating senior experience such as a capstone course (73%), as well as a study abroad program (61%) prior to graduating.

Faculty at WFU scored fairly equally by gender and race across all High-Impact Practices. Faculty scored differently by tenure status with at least a small effect in the following:

  • A higher proportion of faculty not on a tenure track than tenured faculty or faculty on a tenure track indicated participation in an internship, co-op, etc. either being “important” or “very important” (88% vs 67%).
  • A higher proportion of faculty not on a tenure track than tenured faculty or faculty on a tenure track indicated participation in a community-based project as part of a course either being “important” or “very important” (74% vs 54%).
  • A higher proportion of faculty not on a tenure track than tenured faculty or faculty on a tenure track indicated participation in a learning community either being “important” or “very important” (43% vs 27%).

Faculty scored differently by adjunct status with a small effect in the following:

  • A higher proportion of adjunct faculty than non-adjunct faculty indicated participation in a learning community either being “important” or “very important” (53% vs 32%).
  • A higher proportion of non-adjunct faculty than adjunct faculty indicated participation in a study abroad program either being “important” or “very important” (62% vs 43%).

Individual Items Summary

Although often less statistically reliable than scales, which are derived from multiple items, individual questions may provide a closer look at specific issues and notable differences across groups. FSSE consists of two types of items. First, the respondent profile presented faculty with items about their backgrounds and goals. Then, the frequency comparison questions asked about the regularity with which faculty engaged in certain activities during the 2021-2022 school year at WFU.

Respondent Profile

Among all WFU respondents,

  • 99% indicated they are either a US citizen or permanent resident.
  • 91% indicated holding a terminal degree. However, a higher proportion of URM faculty indicated holding a terminal degree in a different field than they teach than White faculty (13% vs 3%).
  • 85% indicated they work full-time.
  • 76% reported being White.
  • 57% reported being either tenured or on a tenure track.
  • 50% identified their gender as woman, 44% as man, and 1% as another gender identity.
  • 18% reported holding an administrative position.
  • 17% reported being adjunct faculty.

Frequency Comparison

Some overall highlights from these individual items include:

  • 83% agreed or strongly agreed that they feel comfortable “being myself” at Wake.
  • 81% feel valued by Wake.
  • 74% feel like they are part of the Wake community.
  • Faculty indicated that most of their class time was spent either lecturing (36% of time) or in discussion (30%).
  • During the current school year at Wake, faculty indicated spending on average twice as many hours per week on teaching activities (preparing, teaching class sessions, grading, meeting with students outside of class, etc.) than research, creative, or scholarly activities (18.8 vs 9.5).
  • Nearly all respondents (92%) agreed/strongly agreed that they know where to go for help with teaching at Wake.
  • Fewer than one in five respondents (17%) reported that their coursework very much/quite a bit emphasized memorizing course material.

Faculty differed in response to a few items by gender. For example, women indicated spending a higher percentage of class time on small-group activities than men (26% vs 16%). In contrast, men indicated spending a higher percentage of class time lecturing than women (41% vs 31%).

White and URM faculty differed in response to several items. For example, URM faculty indicated spending nearly twice as many hours each week on improving their teaching than White faculty (4.1 vs 2.4). On the other hand, White faculty estimated teaching a higher average of undergraduate students than URM faculty during the 2021-22 school year (53 vs 33).

Tenure track and non-tenure track faculty have differences–and frequently large effect sizes–mostly in areas that are expected given their differing job expectations in research and teaching loads. Both largely spend the same amount of class time on different in-class activities (lectures, discussions, student presentations, etc.). However, faculty who are not on a tenure track are slightly more likely to “use a variety of teaching techniques to accommodate diversity in student approaches to learning” (90% vs 74%) and also report more hours per week working to improve teaching (3.3 vs 2.4). Faculty who are not on a tenure track are also more likely to have course goals emphasizing “acquiring job- or work-related knowledge and skills” (54% vs 25%).

Adjunct faculty and non-adjunct faculty report largely similar time spent on various teaching preparation activities and different kinds of in-class activities. Non-adjunct faculty reported more often than adjunct faculty discussing their undergraduate students’ academic performance (65% vs 37%) and discussing course topics, ideas, or concepts with the undergraduate students they teach or advise outside of class (57% vs 29%).

The tables and charts below have built-in functionalities. See here to learn more about how to interact with these visuals.

FSSE Scales Comparison

All WFU Respondents

  • \(N^*\): WFU’s post-stratification sample size

WFU By Gender

  • \(N^*\): WFU’s post-stratification sample size
  • For analysis purposes, the following table displays response summaries for those who selected “man” or “woman” as their gender identity. In addition to these responses, three faculty members selected “another gender identity” and fifteen faculty members selected “I prefer not to respond.”

WFU By Race

  • \(N^*\): WFU’s post-stratification sample size
  • URM: Under Represented Minorities (Asian, Black or African American, Hispanic or Latino, Middle Eastern or North African, Multiracial, Another race or ethnicity)
  • For analysis purposes, the following table displays response summaries for those who selected “white” or an URM category as their racial or ethnic identity. In addition to these responses, sixteen faculty members selected “I prefer not to respond.”

WFU By Tenure Status

  • \(N^*\): WFU’s post-stratification sample size
  • For analysis purposes, the following table displays response summaries for those who indicated “non-adjunct” status.

WFU By Adjunct Status

  • \(N^*\): WFU’s post-stratification sample size
  • For analysis purposes, the following table displays response summaries for those who selected “yes” or “no” to the FSSE survey question “does your institution consider you to be an adjunct faculty member?”

High-Impact Practices Comparison

All WFU Respondents

  • \(N^*\): WFU’s post-stratification sample size

WFU By Gender

  • \(N^*\): WFU’s post-stratification sample size
  • For analysis purposes, the following table displays response summaries for those who selected “man” or “woman” as their gender identity. In addition to these responses, three faculty members selected “another gender identity” and fifteen faculty members selected “I prefer not to respond.”

WFU By Race

  • \(N^*\): WFU’s post-stratification sample size
  • URM: Under Represented Minorities (Asian, Black or African American, Hispanic or Latino, Middle Eastern or North African, Multiracial, Another race or ethnicity)
  • For analysis purposes, the following table displays response summaries for those who selected “white” or an URM category as their racial or ethnic identity. In addition to these responses, sixteen faculty members selected “I prefer not to respond.”

WFU By Tenure Status

  • \(N^*\): WFU’s post-stratification sample size
  • For analysis purposes, the following table displays response summaries for those who indicated “non-adjunct” status.

WFU By Adjunct Status

  • \(N^*\): WFU’s post-stratification sample size
  • For analysis purposes, the following table displays response summaries for those who selected “yes” or “no” to the FSSE survey question “does your institution consider you to be an adjunct faculty member?”

Individual Items Comparison

Respondent Profile Comparison

All WFU Respondents

  • \(N^*\): WFU’s post-stratification sample size

WFU By Gender

  • \(N^*\): WFU’s post-stratification sample size
  • For analysis purposes, the following plots compare responses for those who selected “man” or “woman” as their gender identity. In addition to these responses, three faculty members selected “another gender identity” and fifteen faculty members selected “I prefer not to respond.”

WFU By Race

  • \(N^*\): WFU’s post-stratification sample size
  • URM: Under Represented Minorities (Asian, Black or African American, Hispanic or Latino, Middle Eastern or North African, Multiracial, Another race or ethnicity)
  • For analysis purposes, the following plots compare responses for those who selected “white” or an URM category as their racial or ethnic identity. In addition to these responses, sixteen faculty members selected “I prefer not to respond.”

WFU By Tenure Status

  • \(N^*\): WFU’s post-stratification sample size
  • For analysis purposes, the following plots display responses for those who indicated “non-adjunct” status.

WFU By Adjunct Status

  • \(N^*\): WFU’s post-stratification sample size
  • For analysis purposes, the following plots display responses for those who selected “yes” or “no” to the FSSE survey question “does your institution consider you to be an adjunct faculty member?”

Frequency Comparison

All WFU Respondents

  • \(N^*\): WFU’s post-stratification sample size

WFU By Gender

  • \(N^*\): WFU’s post-stratification sample size
  • For analysis purposes, the following table displays response summaries for those who selected “man” or “woman” as their gender identity. In addition to these responses, three faculty members selected “another gender identity” and fifteen faculty members selected “I prefer not to respond.”

WFU By Race

  • \(N^*\): WFU’s post-stratification sample size
  • URM: Under Represented Minorities (Asian, Black or African American, Hispanic or Latino, Middle Eastern or North African, Multiracial, Another race or ethnicity)
  • For analysis purposes, the following table displays response summaries for those who selected “white” or an URM category as their racial or ethnic identity. In addition to these responses, sixteen faculty members selected “I prefer not to respond.”

WFU By Tenure Status

  • \(N^*\): WFU’s post-stratification sample size
  • For analysis purposes, the following table displays response summaries for those who indicated “non-adjunct” status.

WFU By Adjunct Status

  • \(N^*\): WFU’s post-stratification sample size
  • For analysis purposes, the following table displays response summaries for those who selected “yes” or “no” to the FSSE survey question “does your institution consider you to be an adjunct faculty member?”

Topical Modules Comparison

All WFU Respondents

  • \(N^*\): WFU’s post-stratification sample size

Inclusiveness and Engagement with Cultural Diversity

Transferable Skills, Career, and Workforce Development

WFU By Gender

  • \(N^*\): WFU’s post-stratification sample size
  • For analysis purposes, the following table displays response summarTSs for those who selected “man” or “woman” as their gender identity. In addition to these responses, three faculty members selected “another gender identity” and fifteen faculty members selected “I prefer not to respond.”

Inclusiveness and Engagement with Cultural Diversity

Transferable Skills, Career, and Workforce Development

WFU By Race

  • \(N^*\): WFU’s post-stratification sample size
  • URM: Under Represented MinoritTSs (Asian, Black or African American, Hispanic or Latino, Middle Eastern or North African, Multiracial, Another race or ethnicity)
  • For analysis purposes, the following table displays response summarTSs for those who selected “white” or an URM category as their racial or ethnic identity. In addition to these responses, sixteen faculty members selected “I prefer not to respond.”

Inclusiveness and Engagement with Cultural Diversity

Transferable Skills, Career, and Workforce Development

WFU By Tenure Status

  • \(N^*\): WFU’s post-stratification sample size
  • For analysis purposes, the following table displays response summarTSs for those who indicated “non-adjunct” status.

Inclusiveness and Engagement with Cultural Diversity

Transferable Skills, Career, and Workforce Development

WFU By Adjunct Status

  • \(N^*\): WFU’s post-stratification sample size
  • For analysis purposes, the following table displays response summarTSs for those who selected “yes” or “no” to the FSSE survey question “does your institution consider you to be an adjunct faculty member?”

Inclusiveness and Engagement with Cultural Diversity

Transferable Skills, Career, and Workforce Development