Related Experiment Video
Updated: Jun 20, 2026

Multidisciplinary Approach to Obesity Management: A Case Report
Published on: May 30, 2025
Using Factorial Survey Design with photographs to explore multiprofessional clinical decision-making in obesity
Toni McAloon1, Loreena Hill1, Donna Fitzsimons2
1School of Nursing & Paramedic Science Ulster University.
None:
Obesity is a significant risk factor for cardiovascular disease (CVD) and attributed to two-thirds of mortality linked to CVD worldwide. Expert position papers call for clinicians to screen for, identify, and treat this modifiable CVD risk factor. However, there is reluctance by many clinicians to initiate often-challenging clinical conversations. For researchers, identifying a robust methodology to collect sensitive data within this area can be difficult. One such methodology is factorial survey design, which incorporates variables of interest into clinical vignettes, which are then disseminated as a survey. Vignettes that replicate the realities of practice have been extensively authenticated through international studies and are particularly appropriate when exploring sensitive topics. This methods paper discusses implementing factorial design within an Internet-Mediated platform using the innovative approach of embedding photographs within clinical vignettes. The recruitment of a large, complete, multiprofessional dataset (n = 427) indicated that clinicians engaged easily with the Internet Mediated platform and viewed virtual vignettes with integrated patient photographs as authentic, reflecting the complexities of clinical practice.
Related Concept Videos
Factorial Design
Observational Studies
There are three types of observational studies – Prospective, retrospective, and cross-sectional.
Prospective Study
Prospective studies, also known as longitudinal or cohort studies, are carried out by collecting future data from groups sharing similar characteristics. One example of...
Strategies for Assessing and Addressing Confounding
Confounding can be addressed at both the design phase of a study and through analytical methods after data...
Study Designs in Epidemiology
Observational studies are those where the researcher does not intervene but rather observes natural variations. They include cross-sectional, cohort, and case-control studies.
Types of Biopharmaceutical Studies: Controlled and Non-Controlled Approaches
Non-controlled studies, commonly employed for initial exploration, lack a control group, rendering them susceptible to biases and external influences. In contrast, controlled...
