1. AI in dental education, access to care, reflective provider
This master (larger) project involves a number of built-in mini‑projects to be carried out by each student individually, while working within an active, collaborative, and synergistic group. One mini‑project focuses on the thematic and quantitative (descriptive) analyses of assignments submitted by undergraduate dental students on issues related to community water fluoridation, advocacy for universal access to care, and sugary beverage vending machines in elementary schools. Within this mini‑project, up to three separate studies could be developed, corresponding to each of the assignments mentioned. Another mini‑project examines the use of artificial intelligence (AI) tools that students may disclose having used in these three assignments, including the extent and purpose of such use (e.g., grammar checking, content development, or idea generation). An additional mini‑project involves the ongoing development, assessment, and refinement of teaching modules designed for practicing dentists, focusing on access to care for equity‑deserving populations and evaluating the impact of these modules on dental practice. A further mini‑project relates to the analysis of large datasets, including data from the Canadian Dental Care Plan (e.g., provider uptake, eligibility enrollment, and program utilization) as well as data from the Canadian Health Measures Survey concerning the oral health status of approximately 6,000 Canadians. Some of these mini‑projects may require data collection, which will be discussed with me as appropriate. Project assignments will be made in consultation with students, and Mitacs students will be paired with graduate students. For both qualitative and quantitative components, students will debrief regularly with me throughout the research process.
Research area, student roles & skills
Research area: My area of research involves an intercepting triad that includes dental education (AI tools, reflections, teaching methodologies) - dental geriatrics (dental pedagogies) - dental public health (equity research, access to care, reflective provider, epidemiological data). Within this triad, I conduct both qualitative (coding and thematic analysis) and quantitative (descriptive and inferential stats) inquiries, as well as mixed methods studies.
Student roles:
As per the above description, Mitacs students will play an active and integral role in the research projects, contributing meaningfully across multiple stages of the research process. Under supervision, the student will engage in scholarly discussions related to the research questions, theoretical framework, and methodological choices, and will participate in regular meetings to reflect on progress, challenges, and emerging findings. The student will assist with data gathering, as needed and appropriate to the project, which may include organizing existing datasets, extracting relevant variables from large databases, administering or managing surveys, or supporting qualitative data collection (e.g., preparing interview guides, assisting with transcription, or organizing textual data). All data collection activities will occur under guidance.
The undergraduate student will contribute to qualitative data analysis, including becoming familiar with the dataset, assisting with coding (manual), identifying themes or patterns, and participating in analytic discussions to refine interpretations - they will be trained on this. Where applicable, the student will also support quantitative data analysis, such as data cleaning, descriptive statistical analysis, preparation of tables or figures, and interpretation of findings, under appropriate supervision.
A key component of the student’s role will involve writing and summarization. The student will contribute to drafting sections of research outputs, such as background summaries, methods descriptions, results summaries, or reflective memos. The student may also assist in producing knowledge translation materials (e.g., summaries for presentations, reports, or educational resources), ensuring that data and findings are communicated clearly and responsibly.
Throughout the project, the undergraduate student is expected to demonstrate professionalism, confidentiality, attention to detail, and a willingness to learn research methods and analytical approaches. The role emphasizes skill development in research literacy, critical thinking, data interpretation, and academic writing, while contributing substantively to the overall research objectives.
Skills required:
Good communication skills, team and collaborative work, good knowledge of data analysis (either/both qualitative and/or qualitative - even of basic, but functional), and ability of conduct and summarize literature searches. Background in dentistry and medical field is ok, but not mandatory.