Objective: To investigate the effects of social restrictions imposed during the coronavirus disease 2019 (COVID-19) pandemic on postoperative functional recovery in patients who underwent surgery for degenerative musculoskeletal disorders. Methods: This longitudinal prospective cohort study included 291 patients categorized into pre-pandemic (surgery in 2018), early pandemic (2019), and late-pandemic (2020) groups based on their 1-year recovery period. The primary outcome was improvement in locomotive syndrome (LS) status 1 year after surgery. We analyzed the association between social limitations and LS improvement using multivariate logistic and segmented regression analyses. Results: The late-pandemic group exhibited the lowest LS improvement rate (50.6%) and the highest prevalence of postoperative social contact limitations (61.0%). Multivariate analysis identified the absence of postoperative social contact limitation as a highly potent independent predictor of LS improvement (odds ratio, 10.01; 95% confidence interval, 5.40–19.34; p<0.01). Segmented regression analysis revealed a time lag: social contact limitations peaked in March 2020, whereas the decline in LS improvement rates began in October 2020. Conclusion Prolonged social restrictions negatively impacted functional recovery, particularly during the late phase of the pandemic. Social participation, specifically direct social contact, could be a critical and independent component of postoperative rehabilitation. These findings underscore the need to integrate psychosocial assessments into standard postoperative care to optimize patient outcomes.