Content Modules

FSSE's NEW Customizable Pathways Content Modules

To give more flexibility to institutions to ask their instructional staff questions that are most important to them but keep costs low, FSSE is introducing a fully modular “a la carte” survey experience for 2026. In short, FSSE will now have a very brief core survey, and participating institutions can then choose 4-6 content-focused modules of items from a large bank of item sets.

A Shorter Core Survey

The new FSSE core survey consists of items that have proven beneficial for understanding faculty contributions to and expectations for undergraduate engagement across a wide variety of contexts. Aspects of instructional staff environments, the time they spend on various scholarly activities, employment characteristics, and social identity demographics have all been critical to the work of educational researchers and assessment professionals in understanding effective educational practice.

Core Survey Content
Content Name	Core Survey Topics	Parallel NSSE Items	Link to Items
Core Survey	Supportive teaching environment, time spent on scholarly activities, employment characteristics, social identity demographics	Yes - demographics	Core Items Core Codebook

Content Modules

Although pricing is dependent upon your institution's instructional staff sample size, for a base cost, institutions can choose 4 content modules derived from items on the classic FSSE core survey, the classic FSSE Topical Modules, consortium item sets, or a selection of item sets from our partner assessment project the College + University Teaching Environment.

For institutions that want to add content modules beyond the given 4, additional content modules can be appended per our pricing schedule. Although we advise not adding more than two additional content modules (for a total of 6) given survey length and fatigue, we will have occasional new item sets available for no additional cost.

Content Modules Derived From the Classic FSSE Core
Content Module Name	Content Module Topic(s)	Parallel NSSE Items	Classic FSSE25 Item #s	Link to Content Module Items
*Course Structure & Curriculum	This module examines how instructional staff structure their courses for students’ learning and development. Items explore instructional staff inclusion of teaching clarity practices, community-based projects, reading and writing assignments, and active learning activities. Effective Teaching Practices	Yes	#11-#12, #19-#21, #26, #30-#31	CSC Items CSC Codebook
*Effective Educational Practice	This module explore how important it is to instructional staff that students’ coursework emphasizes challenging cognitive tasks, how much instructional staff encourage students to collaborate with peers, and how much opportunity instructional staff provide for students to interact across difference. Higher-Order Learning, Reflective & Integrative Learning, Quantitative Reasoning, Learning Strategies, Collaborative Learning, Diverse Discussions with Others	Yes	#23-#25, #27-#29	EEP Items EEP Codebook
Instructional Staff Workload	This module examines the workload of instructional staff via the time they spend on various teaching activities, their involvement in select high-impact practices, the nature and frequency of interactions with students, and the number of students and courses they taught during the current school year. Student-Faculty Interaction	Yes	#7-#8, #10, #33-#35	ISK Items ISK Codebook
Perceptions of the Student Experience	This module examines instructional staff values for student participation in high-impact practices, increasing the institutional emphasis on a variety of student supports as well as instructional staff perceptions of the quality of interactions with others at the institution and how much time they spend on a variety of academic and non-academic activities. Supportive Environment, Quality of Interactions	Yes	#1-#2, #4, #22	PSE Items PSE Codebook
+Course Based Characteristics	This module examines the characteristics of one particular undergraduate course section that instructional staff are teaching or have taught during the current school year. FSSE staff will add this item set to a FSSE administration if any of the chosen content modules contain course-based questions (indicated with an *) for no additional charge.	No	#9, #14-#18, #32	CBC Items CBC Codebook

Item sets with an asterisk (*) include course-based questions and when chosen, the Course Based Characteristics (indicated with a +) item set will be appended to an administration for no additional charge. Italicized terms in the Content Module Topic(s) above refer to items in the NSSE Engagement Indicators/classic FSSE scales. Numbers in the Classic FSSE25 Item #s column refer to the item numbers as they appeared on the facsimile of the classic FSSE 2025 instrument.

Content Modules, Formerly Classic FSSE Topical Modules
Content Module Name	Content Module Topic(s)	Parallel NSSE Items	Link to Content Module Items
Academic Advising	FSSE staff updated this module in 2025. These items examine advising practices that reflect NACADA core values, the extent to which advisors have assisted students in their academic progress, and instructional staff perceptions of the advising process.	Yes	AAD Items AAD Codebook
Career and Workforce Preparation	This module examines how much instructional staff encourage and advise students to participate in career and workforce development activities, whether course-related or not.	Yes	CWP Items CWP Codebook
Civic Engagement	This content module asks faculty to assess institutional emphasis on conflict resolution skills and examines how often instructional staff encourage students to engage with local or campus and state/national/global issues.	Yes	CIV Items CIV Codebook
*Experiences with Writing	FSSE staff updated this module in 2025. These items explore how often instructional staff encourage and assign students to participate in various aspects of good writing assignments—interactivity, meaning-making, and clarity—including questions about the use of generative AI, the use of writing portfolios, and courses on writing.	Yes	WRI Items WRI Codebook
*Inclusiveness and Engagement with Cultural Diversity	This module examines environments, processes, and activities that engage and validate cultural diversity and promote greater understanding of societal differences. Questions explore instructional staff use of inclusive teaching practices and intercultural learning; perceptions of institutional values and commitment regarding diversity; and opportunities for diversity-related programming and coursework.	Yes	ICD Items ICD Codebook
Teaching Professional Development	This module asks about aspects of professional development for teaching such as how important it is for instructional staff to receive assistance in various areas, and how often instructional staff participate in different professional development activities and practices.	No	TPD Items TPD Codebook
Transferable Skills	This module examines how much instructional staff encourage students to participate in activities that develop useful and transferable skills for the workplace and beyond.	Yes	TRN Items TRN Codebook
Scholarship of Teaching & Learning	This module asks about both institution-supported and instructional-staff-driven assessment efforts such as surveys and other tools (e.g., portfolios) that are used to gather information about student educational experiences and learning.	No	STL Items STL Codebook

New Content Modules
Content Module Name	Content Module Topic(s)	Parallel NSSE Items	Link to Content Module Items
Data Cultures & Data Literacy	This module, new in 2026, examines faculty competencies and interactions with various forms of data, their use of data to enact to inform institutional change, and their overall values about data at their institution.	No	DLC Items DLC Codebook
Generative AI	This module, new in 2027, examines faculty about their perceptions and use of generative AI tools.	No	GAI Items (coming soon) GAI Codebook (coming soon)
Faculty Work in Current Contexts	This content module, new in 2027, examines how instructors navigate legislative, climate, and political challenges in their current context, how such challenges impact pedagogy and practice, and how institutions can better support instructors in the current climate.	No	WCC Items WCC Codebook

FSSE staff developed content modules in this table with the modularization of FSSE in 2026. If you have ideas for new sets of items that you'd like to see on FSSE, let us know!

Content Modules from the College + University Teaching Environment Project
Content Module Name	Content Module Topic(s)	Parallel NSSE Items	Classic CUTE25 Item #s	Link to Content Module Items
Processes + Policies: Balance	This module examines important aspects of instructional staff environments that relate to important outcomes such as persistence and motivation to do their best work. Considerations of balance, whether work-related or related to life outside of work, can be critical for the success of diverse instructional staff.	No	#2, #4, #25	PPB Items PPB Codebook
Hiring, Tenure, + Promotion	This module examines policies and processes that focus on the evaluation, performance, and hiring of instructional staff. Items explore instructional staff perceptions of review processes (merit, tenure, promotion) and the hiring process including awareness of inappropriate discrimination in either of these processes.	No	#26-#29	HTP Items HTP Codebook
Professional Relationships + Networks	This module examines the people that shape what aspects of instructional staff work are valued and how professional relationships, mentors, and networks can encourage and support instructional staff. Collegial relationships and support networks are important for the success of diverse instructional staff.	No	#5, #7, #18, #21	PRN Items PRN Codebook
Climate for Diversity, Personal	This module examines instructional staff values for creating a positive climate for diversity within their courses. Items additionally explore instructional staff perceptions of their institution’s support for diversity personal experiences with offensive behavior, discrimination, isolation, or harassment.	No	#14, #16-#17	CDP Items CDP Codebook
Climate for Diversity, Institutional	This module examines instructional staff perceptions of how committed institutional actors are to diversity, equity, and inclusion efforts. Items explore perceptions of structural diversity and institutional commitment to creating a positive climate for diversity.	No	#15, #19-#20	CDI Items CDI Codebook
Instructional Staff Wellbeing	This module examines aspects of wellbeing such as how much the work of instructional staff reflects their identity and core values as a person, how much mental health has interfered with their ability to succeed in their work, sources of stress, and whether they have a sense of belonging in their department and at their institution.	No	#8, #22-#24	ISW Items ISW Codebook

Numbers in the Classic CUTE25 Item #s column refer to the item numbers as they appeared on the facsimile of the classic CUTE 2025 instrument.

Retired Content Modules
Content Module Name	Content Module Topic(s)	Parallel NSSE Items	Link to Content Module Items
Generative AI (2026)	This module examines faculty about their perceptions and use of generative AI tools for teaching and learning.	Yes	XGAI Items XGAI Codebook

Content Modules

FSSE's NEW Customizable Pathways Content Modules

A Shorter Core Survey

Content Modules

Evidence-Based Improvement in Higher Education resources and social media channels