Physicians' Human Papillomavirus Vaccine Communication With Parents of Different Skin Color: Feasibility of Measuring Indicators of Implicit Bias With Virtual Reality.

PURPOSE: Virtual reality (VR) may be a viable method to observe and describe signals of implicit bias. Using the context of the human papillomavirus vaccine counseling, we sought to describe physicians' communication practices exploring differences when counseling parents with different skin colors. METHODS: Physicians (N = 90) at an academic primary care center were recruited for a VR study in which they counseled dark or light-skinned parent avatars who expressed hesitation about human papillomavirus vaccination for their adolescent child. Investigators coded previously recorded simulations. Associations between communication and parent skin color were examined using t-tests and Chi-square tests. RESULTS: Both direct (e.g., addressing the concern immediately) and circuitous (e.g., providing alternative information) communication patterns were observed. Physicians used passive voice less commonly when counseling dark-skinned versus light-skinned avatars (p < .05). DISCUSSION: VR demonstrated feasibility in capturing clinicians' communication behaviors including measuring eight distinct indicators of implicit bias.

Thermally multiplexed polymerase chain reaction.

Amplification of multiple unique genetic targets using the polymerase chain reaction (PCR) is commonly required in molecular biology laboratories. Such reactions are typically performed either serially or by multiplex PCR. Serial reactions are time consuming, and multiplex PCR, while powerful and widely used, can be prone to amplification bias, PCR drift, and primer-primer interactions. We present a new thermocycling method, termed thermal multiplexing, in which a single heat source is uniformly distributed and selectively modulated for independent temperature control of an array of PCR reactions. Thermal multiplexing allows amplification of multiple targets simultaneously-each reaction segregated and performed at optimal conditions. We demonstrate the method using a microfluidic system consisting of an infrared laser thermocycler, a polymer microchip featuring 1 µl, oil-encapsulated reactions, and closed-loop pulse-width modulation control. Heat transfer modeling is used to characterize thermal performance limitations of the system. We validate the model and perform two reactions simultaneously with widely varying annealing temperatures (48 °C and 68 °C), demonstrating excellent amplification. In addition, to demonstrate microfluidic infrared PCR using clinical specimens, we successfully amplified and detected both influenza A and B from human nasopharyngeal swabs. Thermal multiplexing is scalable and applicable to challenges such as pathogen detection where patients presenting non-specific symptoms need to be efficiently screened across a viral or bacterial panel.