This systematic review investigates Patient-reported Outcome Measures (PROMs) and Observed Reported Outcome Measures (ObsROMs) pertinent to assessing Health-Related Quality of Life (HRQoL) in short-stature paediatric patients, focusing on Achondroplasia (ACH), Growth Hormone Deficiency (GHD), Isolated Growth Hormone Deficiency (IGHD), and Small-for-Gestational-Age (SGA) diagnoses. Utilising rigorous selection criteria, 53 studies published from 1998 to 2023 were analysed, revealing a predominance of European-based research. Notably, the review elucidated the utilisation of disease-specific and generic HRQoL measures, showcasing the multifaceted nature of short-stature conditions and their impact across physical, emotional, and social domains. The Quality of Life in Short Stature Youth (QoLISSY), Paediatric Quality of Life Inventory (PedsQL), and KIDSCREEN emerged as frequently employed instruments, offering nuanced insights into HRQoL perceptions across diverse age demographics. Additionally, the review highlighted the adaptation of adult HRQoL measures for adolescent populations, signalling a need for age-appropriate assessment tools. Furthermore, integrating PROMs and ObsROMs in HRQoL assessment underscored a comprehensive approach, considering both subjective patient perspectives and observed outcomes. Future research directions encompass comprehensive search strategies, longitudinal studies with diverse populations, and the development of age-appropriate HRQoL assessment tools. In conclusion, this review emphasises the importance of comprehensive HRQoL assessment to address the diverse needs of short-stature paediatric patients effectively.