The Hyperhidrosis Quality of Life Index (HidroQoL ©) is a well-developed patient-reported outcome measure assessing the quality of life (QoL) impacts in hyperhidrosis, which has proven very good measurement properties, such as structural validity and internal consistency. We aimed to investigate responsiveness over time and estimate values for meaningful within-person change (MWPC) towards symptom improvement for different measurement time points (4 and 12 weeks), extending the existing validity evidence in patients with primary axillary hyperhidrosis. Data (from a phase IIIb clinical trial) was collected at baseline, week 4, week 8, week 12, week 28, week 52, and week 72. For the assessment of responsiveness, HidroQoL change scores were correlated with corresponding change scores of the Hyperhidrosis Disease Severity Scale (HDSS), the Dermatology Life Quality Index (DLQI), and the gravimetric sweat production based on a-priori formulated hypotheses. Furthermore, it was tested whether the different HDSS change score groups differed significantly from each other over time and whether the HidroQoL was sensitive towards these group differences over time. This was extended by the calculation of matched-pair tests and effect sizes to test significance for each change group separately. For the estimation of MWPC thresholds towards symptom improvement, different anchor-based and integrated approaches were used. In total, the sample was composed of 357 patients with primary axillary hyperhidrosis. For the assessment of responsiveness, 5 out of 14 a-priori hypotheses regarding the correlation of the change scores could be confirmed, whereas the rejected hypotheses only marginally differed from the expected values. Furthermore, regarding responsiveness, the HidroQoL showed sensitivity towards symptom improvement at each measurement time point. Effect sizes were large as expected (d ≥ 0.806). MWPC thresholds towards symptom improvement were proposed for two measurement time points: 5 (week 4) and 6 (week 12). Increasing MWPC values over time were observed. This study extends the evidence for the longitudinal validity of the HidroQoL up to 72 weeks and proposed MWPC thresholds for different time intervals (4 and 12 weeks) after baseline, aiding interpretability. Results concur with findings from previous validation studies.