Group gestation housing is becoming standard practice in commercial swine production. Although group housing promotes behavioral variability within the breeding herd, it can cause several management challenges for producers due to the establishment of the social hierarchy. Poor performance and welfare in group housed breeding stock can be attributed to the repercussions of aggression performed between dyads. The ability to quickly identify sows in the social hierarchy could be beneficial to producers for enforcing preventative actions. Precision livestock farming tools have proven to aid animal caretakers in monitoring animal health and welfare in livestock industries.The objective of this thesis was to investigate the use of infrared thermography, feeding activity obtained from an automated radiofrequency identification feeding system, and heat rate variability indices for detecting the social hierarchy within groups of gestating sows. Additionally, the relationship between observed social hierarchy, body condition scores, backfat, and reproductive performance was also explored.