NicoleHarnettMEd, MRT(T)
1,3✉Phone+1 416-946-4501 ext. 5756Emailnicole.harnett@uhn.ca 1Institute of Medical ScienceUniversity of TorontoTorontoONCanada
2Centre for Artificial Intelligence in Medicine & ImagingStanford UniversityStanfordCAU.S.A
3Department of Radiation OncologyUniversity of Toronto610 University AvenueM5G 2C4TorontoONCanada
Lisa Eunyoung Lee, PhD1, Alaa Youssef, PhD1,2, Sobiga Vyravanathan, MEd1, Nicole Harnett, MEd, MRT(T)1,3
1Institute of Medical Science, University of Toronto, Toronto, ON, Canada
2Centre for Artificial Intelligence in Medicine & Imaging, Stanford University, Stanford, CA, U.S.A
3Department of Radiation Oncology, University of Toronto, Toronto, ON, Canada
Corresponding Author: Nicole Harnett, MEd, MRT(T), Department of Radiation Oncology, University of Toronto, 610 University Avenue, Toronto, ON, Canada M5G 2C4, Tel: +1 416-946-4501 ext. 5756, E-mail: nicole.harnett@uhn.ca.
Keywords:
curriculum development
program evaluation
medical science
biomedical education
graduate education
ORCID ID:
Lisa Eunyoung Lee: 0000-0002-8334-3740
Alaa Youssef: n/a
Sobiga Vyravanathan: 0009-0007-8866-9225
Nicole Harnett: 0000-0002-1883-3663
Abstract
Background
Program evaluation is critical for ensuring that graduate programs remain responsive, effective, and aligned with the evolving needs of students, faculty, and the broader scientific community. At a major Canadian institution, we aimed to conduct a comprehensive evaluation to assess how well our program meets stakeholder needs and to identify curricular gaps and actionable recommendations across our biomedical and clinical research graduate programs.
Methods
A mixed-methods approach was used, guided by the U.S. Centers for Disease Control and Prevention (CDC) Program Evaluation Framework. Data were collected through surveys, interviews, and a focus group, which included a combination of students, alumni, supervisors, and/or faculty members. The evaluation assessed the curriculum structure, program strengths, and areas for improvements.
Results
Our findings demonstrated that the student learning experience is shaped by a range of factors beyond course content, including program identity, curriculum relevance, institutional support, and collaboration with internal and external partners. The evaluation process led to actionable changes, such as curriculum refinement and initiatives to strengthen faculty-student engagement.
Conclusion
This study highlights the value of systematic, evidence-informed program evaluation in guiding meaningful curricular and program refinements. The CDC Program Evaluation Framework proved adaptable to the graduate education context, providing a structured, stakeholder-driven approach. The process demonstrated the importance of continuous evaluation in promoting accountability, responsiveness, and program excellence. Our experience offers a potential model for other educators aiming to implement sustainable improvements in biomedical graduate education.
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Background
The rapid advancement of scientific knowledge presents a challenge to traditional biomedical research-based graduate education paradigms, which often struggle to keep pace with emerging discoveries and evolving needs. To ensure students develop the skills and expertise required for diverse career paths, graduate education must remain dynamic and responsive (1). The traditional academic career path is no longer the dominant choice for graduates, with many pursuing roles in industry, biotechnology, healthcare consulting, government, non-profit, and entrepreneurship. A static curriculum risks becoming outdated, leaving students underprepared to navigate the complexities of modern biomedical and clinical research.
This challenge has become increasingly evident at our institute – the largest graduate unit within the Faculty of Medicine at a major Canadian university. Established in 1968, the institute aspires to be a global leader in biomedical graduate education, advancing human health through translational research that bridges scientific discovery with clinical application (2, 3). With over 700 faculty members and 500 graduate students across 11 clinical departments, the institute has seen growing diversity among both faculty and students (2, 3). However, as new scientific niches emerge, traditional graduate education models have become increasingly resource-intensive and misaligned with the evolving biomedical landscape.
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In 2018, as part of the university’s quality assurance program, an external review of the institute was conducted by a panel of experts from outside the university, who held equivalent positions in graduate programs at their own institutions. The reviewers’ final report offered objective recommendations addressing key challenges raised by students, particularly regarding limited access to relevant and up-to-date educational and training opportunities.
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This external review highlighted the need for a structured effort to assess how well the program was meeting the needs of its diverse stakeholders, which would be instrumental for informing future renewal activities.
In this paper, we describe how the institute evaluated its ability to meet the needs of key stakeholders, including students, alumni, supervisors (faculty members who supervise student research), and faculty members (those involved in teaching and academic leadership). We present our findings, the resulting action plan, and an update on progress to date, guided by the U.S. Centers for Disease Control and Prevention (CDC) Program Evaluation Framework (4, 5).
CDC Program Evaluation Framework
The CDC Program Evaluation Framework (4) is a systematic approach designed to assess and improve the effectiveness of a program (Fig. 1). It consists of six steps: 1) engage stakeholders, 2) describe the program, 3) focus the evaluation design, 4) gather credible evidence, 5) justify conclusions, and 6) ensure use and share lessons learned. While originally developed to guide public health professionals in program evaluation, this framework is widely applicable across various fields, including graduate education, and serves as a practical guide for understanding program impact and building evidence to inform data-driven improvements that ensure the program meets its goals.
Methods
Audience and Goals (Step 1: Engage Stakeholders)
The internal program review involved students, alumni, supervisors, and faculty members to ensure that diverse perspectives were incorporated throughout the process. Engagement of stakeholders continued through the design and implementation of the evaluation, ensuring the process was collaborative, relevant, and responsive to stakeholder needs. The primary goal of the evaluation was to identify gaps and opportunities for improvement in structure, content, and overall student experience within the institute’s graduate research programs. This aimed to ensure that the curriculum remains responsive to evolving advances in science, and aligned with the needs of graduate students, while also confirming that appropriate supports are in place to optimize student learning.
Document Review (Step 2: Describe the Program)
In order to define and contextualize the institute’s graduate programs, we reviewed institutional strategic priorities, university requirements, employer expectations, graduate employment data, prior stakeholder feedback, and relevant policies and procedures.
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This review helped characterize the program’s structure and intended goals and expectations. Notably, it revealed a lack of clearly articulated program goals and objectives, and curricular gaps that did not fully align with students’ evolving needs or advances in biomedical science. These findings highlighted the need for a comprehensive evaluation to inform program renewal activities.
Data Collection (Step 3: Focus the Evaluation Design, Step 4: Gather Credible Evidence)
To gain a comprehensive understanding of the factors influencing the degree to which the program was meeting the needs of its stakeholders, a mixed-methods approach was used to conduct the program review including surveys, interviews, and a focus group. The survey and interview guide were specifically developed based on the identified needs of the external program review and have not been published previously. The survey was created using the Research Electronic Data Capture (REDCap) platform (https://project-redcap.org/), and the interview guide was developed based on the survey findings to gather more detailed insights on identified themes. Both were pilot tested by students and/or members of the institute’s leadership team to ensure face and content validity. The survey, interview, and focus group questions are provided in Supplementary Files 1 to 5.
i. Surveys
The student survey assessed current students’ perspectives on their program requirements, course access, learning gaps, and experiences with the Collaborative Specialization Programs (CSPs) (interdisciplinary programs that enable students to gain specialized expertise alongside their main graduate studies) (Supplementary File 1). The survey was distributed through the institute’s online newsletter between July and August 2020. Students who provided their contact information received a small honorarium. Alumni survey focused on support for career planning and assessed the strengths and weaknesses of the CSPs (Supplementary File 2). The survey was distributed through an online community platform for the Faculty of Medicine and through targeted emails from the Faculty of Medicine Advancement Office (March 2021). Faculty/supervisor survey explored the level of faculty engagement within the institute and their views on gaps in graduate research training (Supplementary File 3). The survey was distributed through an email from the institute’s Director in July 2020. Data were analyzed using IBM SPSS Statistics software (https://www.ibm.com/products/spss-statistics), and descriptive statistics were calculated to summarize survey responses.
ii. Interviews
Interviews were conducted with faculty/supervisors, who indicated their willingness to participate and provided their contact information in the online survey (Supplementary File 4). Iterative thematic analysis was performed, with the project team members discussing any modifications to existing themes or the addition of new emerging themes. When relevant, the interview guide questions were updated to reflect new findings.
iii. Focus Group
A focus group of students was held to gain further insights into student experiences (Supplementary File 5). The invitation was distributed through the institute’s online newsletter and the Student Association. All students who expressed interest were invited to join the focus group. Similar to the interviews, the project team discussed any modifications to existing themes or the addition of new emerging themes. When relevant, the original focus group questions were updated to reflect new findings.
Results
Participation
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Data collection took place between 2020 and 2021. Surveys were completed by students (n = 128), alumni (n = 71), and faculty/supervisors (n = 83). Survey response rates cannot be accurately calculated because calls for volunteers were distributed through listservs and general communication channels such that recipient numbers are unknown. Eleven faculty/supervisors (13% of those who completed the survey) completed the one-on-one interview and seven students participated in the focus group.
Findings by Data Source
i. Student Survey
A total of 128 students completed the curriculum needs assessment survey between July and August 2020 (Table 1). Of these, 84 (66%) were Master of Science (MSc) students and 44 (34%) were Doctor of Philosophy (PhD) students. Students’ research areas included clinical sciences, basic sciences, translational research, health systems and services, and population health.
Of importance to the issue of availability of relevant course content in the institute, 26% of students completed all course requirements outside the institute. Reasons given included inability to access all or some course content relevant to their research area at the institute (44%), prompting them to seek courses in other departments in the university. When asked about specific unmet learning needs, 39% of students reported a need for professional development support, and 61% reported a need for courses that advanced their practical skills, particularly in statistics, coding, and grant writing.
Table 1
Characteristics of student participants (n = 128)
Graduate Program Type (n, %) |
|---|
Master of Science (MSc) | | 84 (66%) |
Doctor of Philosophy (PhD) | PhD with a defended research-based MSc degree | 28 (22%) |
PhD direct entry for outstanding candidates without a MSc degree | 13 (10%) |
Medical Doctor (MD)/PhD | 3 (2%) |
Research Area (n, %) |
Clinical Sciences | 56 (44%) |
Basic Sciences | 34 (27%) |
Translational Research | 26 (20%) |
Health Systems and Services | 2 (2%) |
Population Health | 3 (2%) |
Other | 7 (5%) |
ii. Alumni Survey
A total of 71 former students completed the alumni survey. Respondents included 26 MSc (37%) and 45 PhD (63%) graduates. Alumni rated the extent to which their graduate training program prepared them for their current jobs as follows: strongly agree (23%), agree (58%), disagree (13%), and strongly disagree (7%). When asked which skills they wished to have developed further during their student experience, a number of skills were mentioned as summarized in Table 2, with the highest responses for scientific writing (54%) and statistical analysis (51%). In addition, 43 (61%) respondents perceived insufficient networking and career planning support at the institute.
Table 2
Skills alumni wished to develop further (option to select all that apply) (n = 71)
Skill | Response (n, %) |
|---|
Scientific Writing (Thesis, Manuscript, Grant) | 38 (54%) |
Statistical Analysis | 36 (51%) |
Critical Thinking | 35 (49%) |
Teaching | 31 (44%) |
Communication | 30 (42%) |
Method Techniques | 28 (39%) |
Coding | 27 (38%) |
Conflict Resolution | 23 (32%) |
Other | 4 (6%) |
iii. Faculty/Supervisor Survey
A total of 83 faculty/supervisors completed the supervisor survey. When asked to suggest opportunities to improve support for students, faculty/supervisors identified the following areas as important for student development and competency: statistical and research methodological skills (80%), grant/manuscript writing (60%), writing/presentation skills, general/specific knowledge, and analytical skills (50%), and professional development and networking skills (26%). In general, faculty/supervisors rated students’ ethical conduct, teamwork, organization skills, and thesis progress very highly.
iv. Faculty/Supervisor Interview
A total of 11 interviews were held with faculty/supervisors who volunteered through the online survey to participate. Interviews were recorded and transcribed verbatim. Thematic analysis of the transcripts was conducted. Four main themes were identified including creating clusters/streams to facilitate the ability for students and faculty to find their ‘identity’ in the large institute, find ways to enhance faculty engagement through activities and communication strategies, improve the institute’s profile using communication with and presence in the relevant clinical departments, and augment student support for accessing important discipline-specific content and professional development.
v. Student Focus Group
Seven students participated in a one-hour focus group focused primarily on the collaborative specialization program available to students in the institute. The session was recorded, transcribed, and combined with the notes taken by facilitators to complete a thematic analysis. Several suggestions for improving these opportunities included grouping students by themes, creating more opportunities for networking across the CSPs, and making admission to the CSP more competitive and merit based.
Summary Analysis and Key Findings (Step 5: Justify Conclusions)
After completing the evaluation of data from 300 responses from various stakeholders, the project team formulated draft recommendations based on the findings and presented these to the institute’s Leadership Committee and the Curriculum Committee in December 2020. The discussions led to 26 finalized recommendations reflecting the contemporary needs of the institute’s diverse stakeholder groups, organized under three primary themes:
1.Content and Experiences (14 recommendations): This area of focus relates to what students can access to develop their knowledge, skills, and judgment. Participants in this study suggested several strategies to improve the relevance of the institute’s programming. These suggestions represent not only optimizing course content and addressing emerging fields, but also opportunities to gain additional competencies during their graduate degree through intra and extra-curricular activities.
2.Infrastructure and Support (6 recommendations): Beyond curriculum, the systems, processes, and people in place to support students are critical to a successful and meaningful educational experience. This infrastructure shapes the learning environment and culture that the students are embedded in. Students, alumni, and faculty/supervisors identified many ways that support systems can be imagined and improved.
3.Faculty/Supervisor Engagement and Support (6 recommendations): The institute has grown immensely since inception and as such includes a rich and diverse pool of faculty and supervisors who play vital roles in the educational and professional development and experience of our students. Faculty and supervisors’ engagement in the institute must be maximized to ensure optimal programming and experiences.
Discussion
The findings from the program evaluation were highly informative and catalyzed several initiatives to improve the overall student learning experience in our institute. While the primary objective of the evaluation was to inform curricular renewal, the results highlighted that the student learning experience is shaped by factors extending beyond course content alone. Past studies have identified multiple contributors to curriculum quality, including program and dissertation length, the extent of supervisory support, student involvement in quality assurance, and students’ perceptions of teaching effectiveness, learning environment, and academic and social self-perceptions (6–9). Additional reported factors include the quality of student-instructor interactions, instructor performance, timely feedback, and institutional support, including for remote learning (9–11). Individual-level characteristics, such as personality traits, gender, and ethnicity, have also been shown to affect student learning (12–14). Consistent with these findings, our evaluation highlighted the critical role of program identity and structure, faculty engagement, and institutional support in contributing to student success and a positive learning experience. Importantly, this evaluation reaffirmed the value of systematic, regularly scheduled review, offering insights, both strengths and challenges, that may otherwise have gone unrecognized. This experience reinforced our commitment to making structured, evidence-informed evaluations an integral part of our quality assurance practices.
However, as emphasized in ‘Step 6: Ensure Use and Share Lessons Learned’ of the CDC Program Evaluation Framework, the true value of evaluation lies in translating findings into action. Findings alone have limited impact unless they inform clear changes in policy, curriculum, and practice. Accordingly, our institute has prioritized implementing corresponding action plans, monitoring their impact, and sharing lessons learned within and beyond the institution. To that end, following the distribution of the internal program review summary report to the institute’s leadership team, a one-day virtual retreat was held in January 2022. Members of the institute’s Leadership Committee and Curriculum Committee, including faculty, staff, and students, convened to discuss each recommendation and develop actionable plans to address the recommendations. In many cases, recommendations were implemented, and their impact evaluated, while others will be assessed during the next program evaluation cycle, scheduled for the 2026–2027 academic year.
Notably, the CDC Program Evaluation Framework provided instrumental guidance in supporting a rigorous, robust, and meaningful evaluation process. Although originally developed for public health initiatives, its actions and evaluation standards aligned well with the institute’s values and offered the flexibility required for application in educational context (4, 5, 15). This approach offers valuable insights for educators in similar contexts, demonstrating how the framework can be effectively adapted to guide program evaluation and curricular improvement in graduate biomedical and clinical research programs. Previous studies have also applied the CDC Program Evaluation Framework in non-public health contexts (16, 17). For example, the results of the evaluation of trends in pressure injuries from an inpatient wound care ward were used to inform nurse education (16). Similarly, Glicksman et al., (17) applied the framework to evaluate a community-of-practice program aimed at improving quality of radiation therapy care in Ontario through province-wide collaboration and policy setting.
The strengths of this study include its systematic approach to program evaluation, guided by the CDC Program Evaluation Framework. This framework provides a structured process, from engaging stakeholders to ensuring use and sharing lessons learned, and demonstrates adaptability beyond public health, including in graduate education settings. Another key strength is the high level of stakeholder engagement, particularly from students and faculty/supervisors.
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Their active participation enabled the study to go beyond describing the current state of the program, allowing for the collection of robust quantitative and qualitative data on specific challenges and actionable suggestions for improvement. Overall, the study contributes to ongoing discussions in graduate education by highlighting the value of dynamic, responsive programs that align with the evolving needs of students.
A key challenge for graduate programs of this size and diversity is ensuring that the curriculum remains relevant and aligned with the goal of preparing future leaders in biomedical research.
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Although only about 25% of total students in the institute participated in the voluntary program evaluation, the sample included both doctoral (n = 44, 34%) and master’s (n = 84, 66%) students from diverse academic fields, providing valuable insights into program strengths and areas for improvement. Given the program’s size and diversity, the relatively small but representative sample yielded notably consistent findings across stakeholder groups, providing reassurance to the evaluation results. Of utmost importance is the rapidly evolving landscape of biomedical and clinical research. This implores the institute to remain responsive to the needs of students, supervisors, and faculty. Curriculum renewal efforts must be critically examined and, where necessary, dismantle traditional paradigms that have historically shaped medical, biomedical, and translational science education (
18).
In addition to curricular challenges, financial and resource constraints present practical challenges for the graduate program of this size. For example, faculty members hold primary appointments outside the institute and serve in ‘status-only’ roles, meaning they are affiliated with the institute but primarily based elsewhere, often as practicing clinician-scientists, which makes it challenging to secure consistent course leadership each year. To help address these limitations, it became clear from the review that technology must be leveraged to improve the student learning experience and access to resources and streamline administrative tasks for both students and faculty.
Conclusions
The findings from this program evaluation highlight the importance of routine assessment of how the program is meeting stakeholder needs. It exposes the intricate relationship between the quality of students’ learning experiences and the level of engagement among faculty, staff, and stakeholders across the university community. Given the institute’s large size, fostering a sense of connection, and belonging remains essential for sustaining faculty involvement and cultivating meaningful student-faculty relationships. This analysis has already informed tangible improvements in curriculum structure, faculty engagement, and student support, strengthening the graduate program overall. Moreover, the insights gained are not only relevant to our own context but may also offer a useful framework for other institutions seeking to improve their graduate programs. By providing a structured, student-centered approach to curriculum and program evaluation, this work contributes practical guidance for educators in graduate and medical education. In an increasingly dynamic academic and research landscape, the importance of ongoing program evaluation and refinement cannot be overstated. To remain relevant and impactful, graduate programs must actively engage stakeholders, respond to evolving needs, and ensure the graduate training continues to meet the expectations of students, faculty, and the broader scientific community.
List of Abbreviations
CSP
Collaborative Specialization Program
REDCap
Research Electronic Data Capture
CDC
U.S. Centers for Disease Control and Prevention
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Data Availability
The program evaluation datasets used in this study are available from the corresponding author on reasonable request.
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Author Contribution
All authors contributed to data interpretation and manuscript writing. In addition, AY and NH contributed to study conception and design, data collection, and data analysis.
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Acknowledgement
We sincerely thank all participants for their time and insights, the members of the Leadership Committee and Curriculum Committee for their support, and Sarah Watling for her contributions to data collection.
Electronic Supplementary Material
Below is the link to the electronic supplementary material
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