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Design approach for padding patterns of anti-vibration gloves and their influence on dexterity, strength, and muscle activity 防振手套衬垫图案的设计方法及其对灵巧性、力量和肌肉活动的影响
IF 3.7 4区 管理学 Q1 MATERIALS SCIENCE, TEXTILES Pub Date : 2026-10-13 DOI: 10.1186/s40691-026-00491-w
Annie Yu, Shu-Ning Yan

Occupational hand-arm vibration from powered hand tools is a common industry occurrence, which is remedied by using anti-vibration gloves. However, existing gloves often protect at the cost of reduced dexterity and increased muscular effort. This study examines how different palm padding layouts influence hand-related performance. Three anti-vibration glove prototypes are developed with identical material stacks but different neoprene palm paddings: segment-based, gradient, and proximal interphalangeal joint-oriented paddings. Female participants perform six representative hand-use tasks under bare-hand and gloved conditions, and the outcomes are evaluated using forearm surface electromyography, hand-performance measures, and subjective ratings. The results show that all three gloves reduce grip strength and slow down pegboard screwing, but largely preserve the key pinch strength compared to the bare hand. Among the three designs, the glove with the continuous gradient palm padding shows the most favorable overall pattern, with better preservation of dexterity-related performance and the smallest increase in forearm muscle activity. The segmented layout is more often associated with poorer dexterity and higher forearm muscle activity during repetitive tasks. In contrast, the proximal interphalangeal joint-oriented layout shows more task-dependent effects, particularly in externally supported or load-transfer tasks. These findings suggest that palm padding configuration can influence dexterity and physiological demand independently of material composition.

由电动手动工具引起的职业性手臂振动是一个常见的工业现象,这可以通过使用防振手套来补救。然而,现有的手套往往以降低灵活性和增加肌肉力量为代价。本研究探讨不同的手掌填充物布局如何影响手部相关表现。三种抗振手套原型采用相同的材料堆叠,但不同的氯丁橡胶掌垫:基于节段的、梯度的和近端指间关节导向的垫。女性参与者在徒手和戴手套的条件下执行六项具有代表性的手部使用任务,并使用前臂表面肌电图、手部表现测量和主观评分来评估结果。结果表明,三种手套都降低了抓握强度,减缓了钉板的旋紧,但与赤手相比,在很大程度上保留了关键的捏紧强度。在三种设计中,手掌连续梯度填充的手套整体格局最有利,保持灵巧相关性能的效果更好,前臂肌肉活动的增加最小。在重复性任务中,分段布局通常与较差的灵活性和较高的前臂肌肉活动有关。相反,近端指间关节导向的布局表现出更多的任务依赖效应,特别是在外部支撑或负载转移任务中。这些发现表明手掌填充物的结构可以独立于材料组成影响灵巧性和生理需求。
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引用次数: 0
Beyond hue labels: a data-driven analysis of lightness–chroma variation in online fashion assortments 超越色相标签:在线时尚分类中亮度-色度变化的数据驱动分析
IF 3.7 4区 管理学 Q1 MATERIALS SCIENCE, TEXTILES Pub Date : 2026-10-12 DOI: 10.1186/s40691-026-00495-6
Subeen Son, Eung Tae Kim, Juhyun Ro

Online fashion platforms commonly organize products using broad hue labels such as red, blue, green, and yellow, although products within the same hue category may vary substantially in lightness and chroma. This study examines how within-hue color variation in online fashion assortments can be characterized using lightness–chroma (L*–C*) coordinates derived from the Commission Internationale de l’Éclairage L*a*b* color space (CIELAB). Product images were collected from a major South Korean online fashion retail platform using four hue-based knitwear queries, with 200 images retained for each hue query (N = 800). Garment regions were isolated using semantic segmentation, and dominant garment colors were extracted from CIELAB pixel values using MiniBatch K-means. The resulting L* and C* coordinates were analyzed using distributional analysis, data-adaptive K-means partitioning, and principal component analysis. Products retrieved under the same hue-based query occupied broad and differently configured regions of L*–C* space, with the four assortments differing in their lightness and chroma ranges and regions of product concentration. Data-adaptive partitioning summarized these within-hue distributions into distinct cluster configurations. An exploratory comparison using an additional 800 images collected approximately six months later further showed that changes in distributional location, dispersion, and overall L*–C* composition varied across hue-specific assortments. These findings demonstrate that nominal hue labels provide only a partial representation of color variation within online fashion assortments. The proposed framework provides a quantitative approach for characterizing and monitoring within-hue lightness–chroma composition, with potential applications in fashion assortment auditing, color planning, and more refined digital product organization.

在线时尚平台通常使用红色、蓝色、绿色和黄色等广泛的色调标签来组织产品,尽管同一色调类别的产品在亮度和色度上可能存在很大差异。本研究探讨了如何使用国际委员会Éclairage L*a*b*色彩空间(CIELAB)得出的亮度-色度(L* c *)坐标来表征在线时尚分类的色调内颜色变化。使用四种基于色调的针织品查询从韩国一家主要的在线时尚零售平台收集产品图像,每种色调查询保留200张图像(N = 800)。使用语义分割分离服装区域,并使用MiniBatch K-means从CIELAB像素值中提取服装的主要颜色。得到的L*和C*坐标使用分布分析、数据自适应k均值划分和主成分分析进行分析。基于相同色调的查询下检索到的产品占据了L* c *空间的广泛且配置不同的区域,四种分类在亮度和色度范围以及产品浓度区域上存在差异。数据自适应分区将这些色相内的分布总结为不同的集群配置。使用大约六个月后收集的额外800张图像进行探索性比较,进一步表明分布位置,分散和总体L* c *组成的变化在色调特定的分类中有所不同。这些发现表明,名义色调标签只提供了在线时尚分类中颜色变化的部分表示。所提出的框架提供了一种定量的方法来表征和监测色调内的亮度-色度组成,在时尚分类审计、色彩规划和更精细的数字产品组织中具有潜在的应用。
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引用次数: 0
Exploring multidimensional needs of breast cancer survivors for external breast prostheses and sports bras 探讨乳腺癌幸存者对外部乳房假体和运动胸罩的多维需求
IF 3.7 4区 管理学 Q1 MATERIALS SCIENCE, TEXTILES Pub Date : 2026-10-12 DOI: 10.1186/s40691-026-00485-8
Ruixin Liang, Derry Law, Lin Zheng, Hiu-Tung Yu, Ava Kwong, Dacita Suen, Lok Wa Yuen, Ka Lee Chan, Kit-lun Yick, Joanne Yip

Purpose

Mastectomy, though often lifesaving, can significantly impact physical and psychological well-being of women with breast cancer. Physical activity aids recovery, and supportive products such as external breast prostheses and sports bras play a key role; however, widespread user dissatisfaction suggests a mismatch between existing products and survivors' multidimensional needs. This study sought to comprehensively examine survivors’ lived experiences with breast prostheses and sports bras, to identify their unmet needs, and to inform future product and service innovation.

Methods

Seventeen breast-cancer survivors in Hong Kong participated in in-depth, semi-structured interviews, and the data were analyzed thematically to identify recurrent patterns and overarching themes.

Results

Four themes emerged. (1) Physiological comfort and functional requirements: participants reported heat discomfort, weight imbalance, and poor fit attributable to static designs. (2) Psychological and emotional well-being: supportive products played a critical role in restoring self-confidence and supporting exercise as a coping strategy, yet anxiety often hindered physical activity. (3) Behavioral adaptation and compromise: survivors modified activities and relied on external networks for guidance owing to product limitations. (4) Opportunities for innovation: user-driven recommendations included modular, breathable designs and a thoroughly restructured, professionalized fitting and support ecosystem.

Conclusions

Current products inadequately address the complex, intertwined physiological, psychological, and social needs of breast-cancer survivors. User-centered, co-designed solutions that prioritize adaptive comfort, supported by a professional service framework, are urgently needed to enhance quality of life and promote holistic recovery.

目的:乳房切除术虽然可以挽救生命,但也会严重影响乳腺癌患者的生理和心理健康。身体活动有助于恢复,辅助产品,如外部乳房假体和运动胸罩起着关键作用;然而,用户的普遍不满表明,现有产品与幸存者的多维需求之间存在不匹配。本研究旨在全面调查使用乳房假体和运动胸罩的幸存者的生活经历,以确定他们未满足的需求,并为未来的产品和服务创新提供信息。方法对17名香港乳腺癌幸存者进行了深入的半结构化访谈,并对数据进行了主题分析,以确定复发模式和总体主题。结果出现了四个主题。(1)生理舒适和功能需求:参与者报告了由于静态设计导致的热不适、体重不平衡和不适合。(2)心理和情绪健康:支持性产品在恢复自信和支持运动作为应对策略方面发挥了关键作用,但焦虑往往阻碍身体活动。(3)行为适应与妥协:由于产品的限制,幸存者调整活动并依赖外部网络进行指导。(4)创新机会:用户驱动的建议包括模块化,透气设计和彻底重组,专业化的装配和支持生态系统。结论:目前的产品不能充分满足乳腺癌幸存者复杂、交织的生理、心理和社会需求。我们迫切需要以用户为中心、共同设计的解决方案,优先考虑适应性舒适,并辅以专业的服务框架,以提高生活质量,促进整体康复。
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引用次数: 0
Bioinspired lamination of mushroom-derived submicron sheets for sustainable and recyclable leather alternatives 蘑菇衍生亚微米片的生物启发层压,用于可持续和可回收的皮革替代品
IF 3.7 4区 管理学 Q1 MATERIALS SCIENCE, TEXTILES Pub Date : 2026-10-12 DOI: 10.1186/s40691-026-00489-4
Ha Eun Bang, Soyoung Park, Yaewon Park

As part of the global effort to replace petroleum-based materials with sustainable alternatives, there is growing interest in enhancing the toughness of biological materials for durable textile applications. Functional composites derived from renewable sources, such as fungal hyphae, have attracted widespread attention. However, mushrooms remain comparatively underexplored, despite their rich natural polysaccharide content and favorable processability. Herein, we present a sustainable biocomposite derived from Agaricus bisporus (white button mushrooms) that achieves high mechanical toughness via sheet lamination and interfacial lubrication. The composite is fabricated via a simple aqueous processing route without the use of organic solvents, involving vacuum filtration and drying. The resulting bio-laminate exhibits a toughness of 1.94 ± 0.21 N/mm2 and a tensile strength of 14.50 ± 3.15 N/mm2 (values comparable to those of cow leathers). Structural analysis reveals that high-aspect-ratio mushroom-derived sheets stack to form a laminated architecture, while glycerol enables shear sliding between layers, providing energy dissipation under tensile loading. The material is biodegradable, regenerable by water-based reprocessing, and compatible with conventional sewing and product integration. This work introduces a strategy for producing soft, renewable composites with tailored mechanical properties, offering an eco-friendly alternative to petroleum-based synthetic leather and textile composites with potential for scalable production.

Graphical Abstract

作为全球努力用可持续替代品取代石油基材料的一部分,人们对增强耐用纺织品应用的生物材料的韧性越来越感兴趣。从真菌菌丝等可再生资源中提取的功能性复合材料引起了广泛的关注。然而,尽管蘑菇具有丰富的天然多糖含量和良好的加工性,但其开发程度相对较低。在此,我们提出了一种可持续的生物复合材料,来源于双孢蘑菇(白色蘑菇),通过薄片层压和界面润滑实现高机械韧性。该复合材料通过简单的水处理路线制备,不使用有机溶剂,包括真空过滤和干燥。所得生物层压板的韧性为1.94±0.21 N/mm2,抗拉强度为14.50±3.15 N/mm2(与牛皮相当)。结构分析表明,高宽高比蘑菇衍生的薄片堆叠形成层压结构,而甘油可以在层之间进行剪切滑动,在拉伸载荷下提供能量耗散。该材料可生物降解,可通过水基再加工再生,并与传统缝纫和产品集成兼容。这项工作介绍了一种生产具有定制机械性能的柔软可再生复合材料的策略,为石油基合成革和纺织复合材料提供了一种环保的替代品,具有可扩展生产的潜力。图形抽象
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引用次数: 0
Wearable narratives: material, technical, and structural integration in industrial apparel—a practice-based multiple-case study 可穿戴叙述:工业服装的材料、技术和结构整合——基于实践的多案例研究
IF 3.7 4区 管理学 Q1 MATERIALS SCIENCE, TEXTILES Pub Date : 2026-10-05 DOI: 10.1186/s40691-026-00488-5
Özgür Ceylan, Irmak Taş, Nesligül Kılıç, Emel Aydın, Ali Emre Arpacı, Elif Gökçe Yeşilbaş, Nail Çırak

This study develops a three-mode analytical typology (material, technical, and structural narrative integration) for comparing how industrial apparel designers translate narrative intent into the material fabric of garments; a fourth strategy, phygital, is advanced as a proposed extension. The typology emerges from a multiple-case study of four narrative-design projects at a Turkish apparel brand (KAFT), conducted within its registered Design Centre between January 2024 and June 2025. The analysis applies Practice-Based Design Research methodology within a sociosemiotic analytic lens, drawing on internal closeout reports, design briefs, production records, and product-page narratives. Three cases each occupy a distinct mode: a custom-developed canvas-textured woven fabric (material); a heavyweight knit engineered for integrated serigraphy and embroidery (technical); and a diagonal-panel tank with jacquard-woven external labelling and internal serigraphy replacing the conventional care label (structural). A three-piece capsule translating Blender-generated 3D digital assets to direct-printed textile surfaces instantiates the proposed phygital extension. The study further names a methodological contribution, the designer-side/user-side evidentiary asymmetry: the structural separation of what an industry-collaborative study can document (designer-side decisions) from what it can only claim (user-side or sustainability outcomes requiring instruments the brand does not deploy). A consumer-survey study of attachment, a longitudinal wardrobe study, and a comparative life-cycle assessment are specified as falsifiable follow-ups.

本研究发展了一个三模式的分析类型学(材料、技术和结构叙事整合)来比较工业服装设计师如何将叙事意图转化为服装的材料织物;第四项战略,即数字战略,作为提议的延伸提出。该类型学来自土耳其服装品牌(KAFT)的四个叙事设计项目的多案例研究,该项目于2024年1月至2025年6月在其注册设计中心进行。该分析将基于实践的设计研究方法应用于社会符号学分析视角,借鉴内部收尾报告、设计简报、生产记录和产品页面叙述。三个案例各自采用不同的模式:定制开发的帆布纹理编织织物(材料);一种重量级针织产品,用于综合丝印和刺绣(技术);对角线面板水箱,外部提花编织标签和内部丝印取代传统的护理标签(结构)。将blender生成的3D数字资产转换为直接打印的纺织品表面的三件套胶囊实例化了所提出的物理扩展。该研究进一步指出了方法论上的贡献,即设计师方/用户方证据不对称:行业合作研究可以记录的内容(设计师方决策)与只能声明的内容(用户方或可持续性结果需要品牌不部署的工具)的结构性分离。依恋的消费者调查研究、纵向衣柜研究和比较生命周期评估被指定为可证伪的后续研究。
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引用次数: 0
Development of moisture-responsive fabrics and ventilated garments in high-temperature field environments 高温野外环境中湿响应织物和通风服装的开发
IF 3.7 4区 管理学 Q1 MATERIALS SCIENCE, TEXTILES Pub Date : 2026-09-30 DOI: 10.1186/s40691-026-00487-6
Hyeon-seon Cho, Soah Park, Hyukjoo Yang, Seungsin Lee, Sumin Koo

This study aimed to develop a moisture-responsive fabric system that can regulate ventilation without external power and to evaluate its ability to improve thermal comfort when applied to a ventilated garment (VG). Six composite fabrics were fabricated by laminating hydrophilic woven and knitted base materials with a hydrophobic polyurethane nanoweb (PUN). Physical characterization showed that increasing the number of PUN layers gradually increased the fabric thickness and weight, while microscopic observation confirmed that the nanowebs formed stable and continuous layers on the fabric surface. Among these, CK/PUN3 exhibited the highest moisture responsiveness, which was associated with the different moisture responses between the hydrophilic substrate and hydrophobic nanoweb, as well as the porous and flexible knitted structure. The selected fabric was incorporated into a hoodie-style VG with 10 flap-shaped inserts, including three on the front torso and seven on the upper back, while mesh fabrics were added to the hood and underarms to improve airflow. The garment, designed from a stretchable polyester/polyurethane fabric, was visualized in CLO 3D and physically prototyped. A sweating thermal manikin test under controlled climate conditions (35 ± 0.5 ℃, 40 ± 5% RH) demonstrated that the VG reduced intrinsic and total evaporative resistance by 7.50% and 2.17%, respectively, compared to the control garment. Regional heat flux increased by 26.78% in the abdomen, 18.59% in the chest, 7.68% in the head, and 4.14% in the back. These findings suggest that passive moisture-responsive garments can improve localized heat release and thermal comfort in high-temperature outdoor environments.

本研究旨在开发一种能够在没有外部电源的情况下调节通风的湿响应织物系统,并评估其用于通风服装(VG)时改善热舒适性的能力。将亲水性机织和针织物基材与疏水性聚氨酯纳米网(PUN)复合制备了6种复合织物。物理表征表明,随着PUN层数的增加,织物的厚度和重量逐渐增加,而微观观察证实,纳米网在织物表面形成了稳定连续的层。其中,CK/PUN3表现出最高的水分响应性,这与亲水性底物和疏水性纳米网以及多孔和柔性针织结构之间的水分响应不同有关。选定的面料被纳入连帽衫风格的VG,其中有10个襟翼形状的插入物,其中3个在躯干前部,7个在背部上部,而网状面料被添加到引擎盖和腋下以改善气流。该服装由可拉伸的聚酯/聚氨酯织物设计,在CLO 3D中可视化并进行了物理原型设计。在控制气候条件(35±0.5℃,40±5% RH)下进行的出汗热人体模型测试表明,与对照服装相比,VG的固有蒸发阻力和总蒸发阻力分别降低了7.50%和2.17%。腹部区域热通量增加26.78%,胸部增加18.59%,头部增加7.68%,背部增加4.14%。这些研究结果表明,被动式湿响应服装可以改善高温室外环境中的局部热释放和热舒适性。
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引用次数: 0
Development of woven TSA fabric module for hand assistive gloves 手辅助手套机织TSA织物模块的研制
IF 3.7 4区 管理学 Q1 MATERIALS SCIENCE, TEXTILES Pub Date : 2026-09-23 DOI: 10.1186/s40691-026-00486-7
Soah Park, Jeongmin Kim, Ju hyeon Oh, Sanghyun Choi, Dongjun Shin, Sumin Koo

Wearable assistive gloves often present a trade-off between mechanical assistance and wearability due to bulky, externally mounted actuation systems. This study developed a textile-integrated hand assistive glove by structurally embedding twisted string actuator (TSA) tendon strings into a woven fabric module and evaluated how the textile module influenced assistance performance and user acceptance. By comparing two woven structures (1/1 plain and 3/1 twill), the plain weave structure was selected based on warp-direction mechanical requirements for TSA-driven actuation. Woven modules were fabricated with different weave densities, and a 6 ends-per-inch (epi) configuration was adopted to balance force transmission and frictional resistance during rotational TSA operation. Two module shapes were applied: a flat-type module that is attached to the palmar fingertip and a round-type module enclosing the fingertip in a tapered thimble form. Ten adult male participants evaluated the gloves under four conditions (flat-type, round-type, commercial pneumatic glove, and bare hands). Design perception was assessed using eye tracking and design related questionnaires, assistance performance was evaluated using surface electromyography (sEMG) during a 12 kg static holding task, and wearability was examined using electroencephalography (EEG), clothing pressure, and subjective questionnaires during repetitive object-handling tasks. The sEMG results normalized to the bare-hand reference showed reduced muscle activation for the round type (74.14% RVC) and flat type gloves (85.26% RVC), whereas the pneumatic glove showed a slight increase (105.92% RVC). EEG results did not differ significantly across conditions, while clothing pressure differed across glove types, with the pneumatic glove exhibiting the highest mean pressure. Despite generating higher clothing pressure than the flat type glove, the round type glove received higher ratings for perceived functionality and purchase/use intention, indicating that wearability is not determined solely by physical pressure but is influenced by perceived functional effectiveness. The findings demonstrate that woven module shape plays a decisive role in balancing mechanical assistance and user acceptance, providing experimentally grounded design guidelines for textile-integrated assistive gloves.

可穿戴的辅助手套通常呈现机械辅助和可穿戴性之间的权衡,由于笨重的,外部安装的驱动系统。本研究通过将扭曲弦致动器(TSA)肌腱串结构嵌入编织织物模块,开发了一种纺织一体化手辅助手套,并评估了纺织模块对辅助性能和用户接受度的影响。通过对比1/1平纹和3/1斜纹两种织物结构,根据tsa驱动驱动的经纬方向力学要求选择平纹结构。采用不同的编织密度制作编织模块,并采用每英寸6个端部(epi)的配置来平衡旋转TSA操作时的力传递和摩擦阻力。应用了两种模块形状:一种是连接到手掌指尖的平面模块,一种是将指尖围成锥形顶针形状的圆形模块。10名成年男性参与者在四种情况下(平面型、圆形、商用气动手套和徒手)评估手套。通过眼动追踪和设计相关问卷评估设计感知,在12公斤静态手持任务中使用表面肌电图(sEMG)评估辅助性能,在重复性物体处理任务中使用脑电图(EEG)、服装压力和主观问卷检查可穿戴性。经归一化后的表面肌电信号结果显示,圆形手套和扁平手套的肌肉激活率分别为74.14%和85.26%,而气动手套的肌肉激活率略有增加(105.92%)。不同条件下的EEG结果没有显著差异,而不同手套类型的衣服压力不同,气动手套的平均压力最高。尽管比扁平型手套产生更高的服装压力,但圆形手套在感知功能和购买/使用意愿方面获得了更高的评分,这表明可穿戴性不仅仅由物理压力决定,而是受到感知功能有效性的影响。研究结果表明,编织模块形状在平衡机械辅助和用户接受度方面起着决定性作用,为纺织集成辅助手套的设计提供了实验基础指导。
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引用次数: 0
From immersion to engagement: unpacking the mechanisms of augmented reality in online fashion retail 从沉浸到参与:揭示在线时尚零售中的增强现实机制
IF 3.7 4区 管理学 Q1 MATERIALS SCIENCE, TEXTILES Pub Date : 2026-07-16 DOI: 10.1186/s40691-026-00482-x
Peng Chen, Abdullah Al Mamun, Myung-Hwan Chun, Mohammad Nurul Hassan Reza, Qing Yang

Despite the growing adoption of augmented reality (AR) in online fashion retail, limited understanding exists regarding how specific AR features influence different dimensions of customer engagement behavior (CEB). Addressing this gap, this study examines the effects of key AR features—realism, interactivity, personalization, and usability—on participation, advocacy, and co-creation behaviors. Drawing on the stimulus–organism–response framework and flow theory, this study investigates the mediating role of psychological immersion and the moderating role of self-regulatory focus. Using survey data from 865 consumers in China, and Partial Least Squares–Structural Equation Modeling, the findings reveal that AR features significantly enhance consumers’ psychological immersion, which in turn strengthens advocacy and co-creation behaviors. While AR features also directly influence multiple engagement dimensions, their effects vary across behavioral outcomes. Psychological immersion serves as a key explanatory mechanism linking AR features to engagement. This study contributes by conceptualizing CEB as a multidimensional construct and by demonstrating that AR features operate through differentiated psychological pathways. By integrating psychological immersion and self-regulatory focus, the findings provide a more nuanced understanding of how and under what conditions AR drives customer engagement in online fashion retail.

尽管在线时尚零售越来越多地采用增强现实(AR),但关于特定AR功能如何影响不同维度的客户参与行为(CEB)的理解有限。为了解决这一差距,本研究考察了AR的关键特性——现实性、交互性、个性化和可用性——对参与、宣传和共同创造行为的影响。本研究运用刺激-机体-反应框架和心流理论,探讨了心理沉浸的中介作用和自我调节焦点的调节作用。通过对865名中国消费者的调查数据和偏最小二乘-结构方程建模,研究结果表明,AR特征显著增强了消费者的心理沉浸感,从而增强了倡导和共同创造行为。虽然增强现实功能也直接影响多个参与维度,但其影响因行为结果而异。心理沉浸是将AR功能与用户粘性联系起来的关键解释机制。本研究将CEB概念化为一个多维结构,并证明AR特征通过不同的心理途径运作。通过整合心理沉浸和自我调节焦点,研究结果提供了一个更细致入微的理解,即AR如何以及在什么条件下推动在线时尚零售的客户参与。
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引用次数: 0
Correction: Fabrication of Sophora fructus loaded polyvinyl alcohol nanofibers for antibacterial wound dressings 更正:用于抗菌伤口敷料的苦参果负载聚乙烯醇纳米纤维的制造
IF 3.7 4区 管理学 Q1 MATERIALS SCIENCE, TEXTILES Pub Date : 2026-07-13 DOI: 10.1186/s40691-026-00481-y
Yujin Lee, Jungsoon Lee
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引用次数: 0
How AIGC empowers the development of fashion industry: a systematic literature review and future research directions AIGC如何助力时尚产业发展:系统文献综述及未来研究方向
IF 3.7 4区 管理学 Q1 MATERIALS SCIENCE, TEXTILES Pub Date : 2026-07-13 DOI: 10.1186/s40691-026-00479-6
Rufan Lin, Yihan Yu, Fan Xia, Manhao Guan

With the rapid diffusion of AIGC technologies, the fashion industry has entered a new phase of technology-enabled transformation across multiple application scenarios. Using a Systematic Literature Review approach, this study analyzes 163 publications retrieved from Web of Science, EBSCO, IEEE Xplore, and Scopus to examine the research landscape, technological pathways, thematic focuses, and future directions of AIGC in fashion. The results indicate that related research has grown rapidly since 2022, forming an overall international trend of multi-center distribution and broad participation; relevant studies are widely distributed in interdisciplinary journals, and empirical case studies and quantitative research are currently the dominant paradigms. The technological evolution reveals a gradual paradigm shift from GAN-based approaches toward Diffusion Models and Large Language Models (LLMs). Research themes primarily focus on Intelligent Design & Customization, Trend Forecasting & Consumer Behavior, AI & Fashion Education, Law & Ethics, and Sustainable Fashion Design; furthermore, based on qualitative analysis, a three-layer framework of "Application–Design–Attribute" is constructed to elucidate the advantages and risks of AIGC in the fashion industry. Finally, this study proposes future research agendas such as advancing the three-layer architecture and building multi-agent collaborative systems. This research contributes to a deeper understanding of how AIGC empowers the fashion industry and provides a reference for related research.

随着AIGC技术的快速普及,时尚产业进入了跨多应用场景的技术转型新阶段。本研究采用系统文献综述的方法,对来自Web of Science、EBSCO、IEEE explore和Scopus的163篇论文进行了分析,探讨了AIGC在时尚领域的研究现状、技术路径、主题重点和未来发展方向。结果表明,自2022年以来,相关研究快速增长,总体上形成了多中心分布、广泛参与的国际趋势;相关研究广泛分布在跨学科期刊上,实证案例研究和定量研究是目前的主导范式。技术进化揭示了从基于gan的方法到扩散模型和大语言模型(LLMs)的逐渐范式转变。研究主题主要集中在智能设计与定制、趋势预测与消费者行为、人工智能与时尚教育、法律与道德、可持续时尚设计;在定性分析的基础上,构建了“应用-设计-属性”三层框架,阐明了AIGC在时尚产业中的优势与风险。最后,本研究提出了未来的研究议程,如推进三层架构和构建多智能体协作系统。本研究有助于更深入地了解AIGC如何赋能时尚产业,并为相关研究提供参考。
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Fashion and Textiles
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