## 4 Discussion  
The present study aimed to examine the relationship between the results of combats (_Wazari_ [half point] vs. _Ippon_ [full point]) and the techniques used in women's judo combats in the Rio 2016 and Tokyo 2020 Olympic Games. In the global analysis, a significant association was observed between the technical groups employed and combat outcomes, highlighting that _[PERSON]_ techniques were predominant in obtaining _Wazari_, whereas _[PERSON]_ techniques were superior in achieving _Ippon_. This trend remained consistent in decisive phases, such as the semifinals and finals. These findings align with previous results reported by [PERSON] et al. [2], who also identified substantial differences in technical selection according to the tournament phase and weight category. In contrast to previous research that emphasized temporal variables through time-motion analysis [2; 9; 10; 13], our study provides a detailed description of the decisive technical repertoire, identifying specific patterns according to the score obtained. Our results confirm that _Wazari_ is predominantly achieved through classical throwing techniques, particularly _Uchi-Mata_, _Seoi-Nage_, and _Osootgari_, corroborating previous studies [2; 11]. In contrast, Ippon is primarily achieved through ground techniques (_Osaekomi-Waza_) and sacrifice techniques (_Toneenage_), aligning with findings by [PERSON] and [PERSON] [12], who emphasize the tactical importance of transitions and execution in specific combat situations. Segmented analysis by weight categories reinforces this specialized tactical perspective. For example, in lightweight categories, techniques such as Seoi-Nage and _Toneenage_ predominate in crucial phases of the tournament, whereas in middle categories, _Uchi-mata_ and _Osootgari_ are essential for obtaining _Wazari_. These results are congruent with [PERSON] et al. [13; 17] and [PERSON] and [PERSON] [10], who demonstrated that technical- tactical demands vary considerably according to weight category and are also influenced by specific physical and strategic aspects [18]. Recent regulatory changes have significantly impacted technical-tactical dynamics, reducing the time spent on gripping and direct attack, and increasing the phases of approach without contact [2]. Our study complements these findings by confirming that, despite these temporal restrictions, specialization in highly effective specific techniques is maintained in the decisive phases of combat. Finally, it is important to acknowledge certain limitations of the study, including the difficulty in controlling all contextual variables and the lack of detailed biomechanical analysis. Future studies could incorporate advanced kinematic analysis and predictive models based on artificial intelligence, following recent methodological recommendations [7; 13]. From an applied perspective, the evidence suggests that training design in elite women's judo should be based on an individualized diagnosis of the technical-tactical repertoire, effort management, and current regulatory context. It is essential to integrate specific techniques such as _Uchi-Mata_ and _Seoi-Nage_ to maximize the probability of success through _Wazari_, whereas to achieve Ippon, rapid transition and stabilization on the ground should be emphasized through techniques such as _Osaekomi-Waza_ and _Toneenage_. The systematic implementation of advanced video analysis, opponent scouting, and the use of kinematic tracking technologies are fundamental strategies for optimizing preparation and anticipating rival trends [1; 19]. Similarly, the adaptation of training according to weight category and tournament phase is crucial, recommending specific training sessions that simulate competitive pressure conditions, fatigue, and real scenarios, such as repechages and finals.