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髋关节置换术中的统计模型与植入物定制:通过设计追求患者满意度。

Statistical models and implant customization in hip arthroplasty: Seeking patient satisfaction through design.

作者信息

Quiceno Enrique, Correa Cristian David, Tamayo Jose A, Zuleta Alejandro A

机构信息

Grupo de Investigación de Estudios en Diseño - GED, Facultad de Diseño Industrial, Universidad Pontificia Bolivariana, Sede Medellín, Circular 1 No 70-01, Medellín, Colombia.

Grupo de Calidad, Metrología y Producción, Instituto Tecnológico Metropolitano - ITM, Medellín, Antioquia, 050034, Colombia.

出版信息

Heliyon. 2024 Oct 2;10(20):e38832. doi: 10.1016/j.heliyon.2024.e38832. eCollection 2024 Oct 30.

Abstract

OBJECTIVES

This study conducts a systematic literature review to explore the role of statistical models and methods in the design of orthopedic implants, with a specific focus on hip arthroplasty. Through a comprehensive analysis of the scientific literature, it aims to understand the relevance and applicability of these models in implant development and research trends in the field of design.

METHODS

Data analysis and co-occurrence mapping techniques were employed to investigate the statistical models used as predictors of satisfaction in hip arthroplasty and in implant design. This approach facilitated a detailed and objective assessment of existing literature, revealing key trends and identifying gaps in current knowledge.

KEY FINDINGS

The review's findings underscore a burgeoning interest in implant customization, with a significant emphasis on leveraging statistical techniques for optimal design. The logistic model methodology was applied to analyze a survey of hip surgery specialists, revealing that the physician's age does not influence the decision to use a customized implant. Furthermore, the review highlighted a knowledge gap at the intersection of statistics and design discipline concerning implant customization.

SIGNIFICANCE

Despite the recognized importance of customization in implant design, there remains a dearth of contributions from the design discipline perspective in the existing literature, indicating substantial room for improvement and the need for interdisciplinary integration.

CONCLUSION

The integration of statistical methods in implant design is crucial, emphasizing the need for multidisciplinary approaches and customization to enhance patient satisfaction. This study provides a foundation for future research that could transform the field of hip arthroplasty through more personalized and effective solutions.

摘要

目的

本研究进行系统的文献综述,以探讨统计模型和方法在骨科植入物设计中的作用,特别关注髋关节置换术。通过对科学文献的全面分析,旨在了解这些模型在植入物开发中的相关性和适用性以及该设计领域的研究趋势。

方法

采用数据分析和共现映射技术,研究用作髋关节置换术满意度预测指标以及植入物设计中的统计模型。这种方法有助于对现有文献进行详细客观的评估,揭示关键趋势并找出当前知识中的空白。

主要发现

综述结果强调了对植入物定制的兴趣日益浓厚,尤其注重利用统计技术进行优化设计。应用逻辑模型方法分析了一项针对髋关节手术专家的调查,结果显示医生的年龄并不影响使用定制植入物的决策。此外,综述还突出了统计学与设计学科在植入物定制交叉领域存在知识空白。

意义

尽管在植入物设计中定制的重要性已得到认可,但现有文献从设计学科角度的贡献仍然匮乏,这表明有很大的改进空间以及跨学科整合的必要性。

结论

将统计方法整合到植入物设计中至关重要,强调需要多学科方法和定制以提高患者满意度。本研究为未来研究奠定了基础,未来研究可通过更个性化和有效的解决方案改变髋关节置换术领域。

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