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Sensory analysis of sweetness in viscous solutions and gels with agar 用琼脂对粘性溶液和凝胶的甜味进行感官分析
IF 2 3区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2023-11-29 DOI: 10.1111/joss.12891
Yoko Okamoto, Kenji Tayama, Tomoka Kurotobi, Yoshimi Watanabe

We prepared 81 samples of sweetened viscous solutions and gels with agar concentrations ranging from 0.025% to 0.60% and compared their sweetness intensities to reference solutions without agar. Sweetened viscous solutions containing agar showed significantly higher sweetness intensity in six solutions containing D-glucose, three solutions containing sucrose, and four solutions containing D-sorbitol compared to the reference solutions. Notably, some sweetened viscous solutions with extremely low viscosity showed higher sweetness intensity than the reference solution, which is a novel finding. Sweet samples containing agar showed significantly lower sweetness intensity than the reference solution in 15 samples containing D-glucose, 17 samples containing sucrose, and 15 samples containing D-sorbitol, supporting previous theories. We performed a simple regression analysis on the sweetness intensity of viscous solutions and gels containing agar and their physical properties. Our results showed a strong correlation between sweetness intensity and physical properties. These findings suggest that as sweetness intensity decreases, physical properties tend to increase.

Practical Applications

To prevent noncommunicable diseases such as diabetes, it is recommended to practice carbohydrate restriction and reduce the consumption of sweet foods. In this study, upon being offered extremely low-viscosity sweetened solutions, we anticipate perceiving a slightly stronger sweetness and an increased sense of satisfaction in contrast to tasting sweetened aqueous solutions without viscosity. These findings hold the potential to provide pioneering insights into the interplay between taste and texture for entities such as food manufacturers. They could facilitate applications designed to elevate the quality of health-conscious food production.

我们制备了81份琼脂浓度为0.025%至0.60%的甜味粘性溶液和凝胶样品,并将其甜度强度与不含琼脂的对照溶液进行了比较。含琼脂的甜味粘性溶液在6种含d -葡萄糖溶液、3种含蔗糖溶液和4种含d -山梨醇溶液中的甜味强度显著高于对照溶液。值得注意的是,一些粘度极低的甜味粘性溶液的甜味强度高于参考溶液,这是一个新的发现。在15个含d -葡萄糖的样品、17个含蔗糖的样品和15个含d -山梨醇的样品中,含琼脂的甜味样品的甜味强度明显低于对照溶液,这支持了之前的理论。我们对含有琼脂的粘性溶液和凝胶的甜度强度及其物理性质进行了简单的回归分析。我们的研究结果表明,甜度强度与物理性质之间存在很强的相关性。这些发现表明,随着甜度的降低,物理性质趋于增加。
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引用次数: 0
Comparison of volatile aroma and sensory characteristics of doenjang and Korean-style doenjang 大酱与韩式大酱挥发性香气及感官特性之比较
IF 2 3区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2023-11-20 DOI: 10.1111/joss.12887
Yejin Shin, In-Seo Hwang, Tackhyun Park, Woobong Lee, Mina K. Kim

Doenjang is a traditional soybean fermented food ingredient in Korea. According to the Korean Food Code, different categories were defined: doenjang and Korean-style (Hansik) doenjang. Two different categories were classified according to its main ingredient called “Meju.” The purpose of this study was to compare the flavor characteristics including sensory characteristics and volatile aroma profiles of doenjang and Korean-style doenjang according to the categories listed in the Korean Food Code. A total of six samples, including four doenjang and two Korean-style doenjang samples, were included in this study. Sensory characteristics were analyzed by a highly trained panel (n = 7) using Spectrum™ method. Volatile flavor analysis was conducted using gas chromatography–mass spectrometry in conjunction with the Solvent Assisted Flavor Extraction method. Differences in sensory characteristics were documented between doenjang and Korean-style doenjang categories, and one sample under doenjang category had distinctive aroma characteristics. Samples under doenjang were characterized with high intensities of fruit-related aroma, possibly due to the presence of ester compounds, ethyl acetate, and phenyl ethyl alcohol. Korean-style doenjang had characteristics related to the so-called “traditional doenjang” in previous studies, such as meju and fish sauce aromatics, and these aromas may have been caused by the presence of 1,2-dimethyl benzene and 3-hydroxy-2-butanone.

Practical Applications

According to the Korean Food Code, doenjang is divided into two categories based on the use of major ingredients called meju: doenjang and Korean-style doenjang. To this date, studies related to flavor analysis of doenjang majorly focused on the final product, doenjang, while this study was conducted on the flavor analysis of doenjang categorized by the Korean Food Code. Finding from this study can aid small and mid-sized doenjang manufacturers to strategically manage their flavor characteristics according to Korean food law and regulations.

大酱是韩国传统的大豆发酵食品原料。根据《韩国食品法》,大酱和韩式大酱被划分为不同的种类。根据其主要成分“酒”分为两类。本研究的目的是比较大酱和韩式大酱的风味特征,包括感官特征和挥发性香气特征,根据韩国食品法典列出的类别。本研究共纳入6个样本,包括4个大酱和2个韩式大酱样本。由训练有素的小组(n = 7)使用Spectrum™方法分析感官特征。采用气相色谱-质谱联用溶剂辅助风味提取法进行挥发性风味分析。大酱与韩式大酱在感官特征上存在差异,其中一个大酱类样品具有明显的香气特征。大姜下的样品具有高强度的水果相关香气,可能是由于酯化合物、乙酸乙酯和苯乙醇的存在。韩式大酱具有与以往研究中所谓的“传统大酱”相关的特征,如梅酒和鱼露香气,这些香气可能是由1,2-二甲苯和3-羟基-2-丁酮的存在引起的。
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引用次数: 0
Smelling an odor present during PMR does not impact heart rate during a stressful cognitive task PMR 期间闻到的气味不会影响压力认知任务中的心率
IF 2 3区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2023-11-12 DOI: 10.1111/joss.12889
Mehmet K. Mahmut, Carl-Philipp Classen, Ilona Croy, Thomas Hummel

Previous research on the impact of odors on current emotional state has been mixed, with some studies finding odors can induce feelings of relaxation while others have not. The aim of Part 1 of the current study was to investigate whether a feeling of relaxation, measured by a self-report positive and negative affect scale and heart rate (HR), could be associated with an odor after completing three supervised sessions of progressive muscle relaxation (PMR) training while wearing an odorized nasal clip. Although the Part 1 results revealed no differences in positive or negative affect or HR between participants who wore an odorized or non-odorized nasal clip, the PMR training was effective in reducing HR and negative affect overall. The aim of Part 2 was to determine whether the PMR training sessions in Part 1, could help reduce an objective measure of stress (i.e., HR) during four conditions of a cognitively stressful task, with and without an odorized nasal clip. The results for Part 2 revealed there were no differences in HR between participants who trained with odorized or non-odorized nasal clips in any of the four conditions. However, given no explicit tests of learned odor-PMR associations were performed, the lack of group differences may be due to various reasons, including a reduction in any learned association before testing Part 2. In summary and contrary to the hypothesis, participants who completed PMR training with an odorized nasal clip did not demonstrate a lower HR during a stressful cognitive task while wearing the odorized nasal clip, compared to those who wore a non-odorized nasal clip during PMR training. Future research on the association between odors and relaxation may benefit from adapting the training protocol to include more frequent or longer associations between the behavior and the odor.

Practical Application

The findings provide preliminary evidence that wearing an odorized nasal clip during light activities such as progressive muscle relaxation is tolerated well but further research exploring whether this pairing leads to feelings of relaxation when odors are presented alone is warranted.

以往关于气味对当前情绪状态影响的研究结果不一,有些研究发现气味可以诱发放松感,而有些研究则没有发现。本研究第一部分的目的是调查在佩戴有气味的鼻夹完成三节有监督的渐进式肌肉放松(PMR)训练后,通过自我报告的积极和消极情绪量表和心率(HR)测量的放松感是否与气味有关。虽然第一部分的结果显示,佩戴有气味或无气味鼻夹的参与者在积极或消极情绪或心率方面没有差异,但渐进式肌肉放松训练在总体上有效降低了心率和消极情绪。第二部分的目的是确定第一部分中的 PMR 训练课程是否有助于在佩戴和不佩戴有气味鼻夹的情况下,在认知压力任务的四种条件下降低压力的客观测量值(即心率)。第二部分的结果显示,在四种情况下,使用带气味鼻夹或不使用带气味鼻夹进行训练的参与者之间的心率没有差异。然而,由于没有对所学到的气味与 PMR 的关联进行明确测试,因此缺乏组间差异可能是由于各种原因造成的,包括在测试第二部分之前所学到的关联有所减少。总之,与假设相反的是,与那些在 PMR 训练期间佩戴非加臭鼻夹的人相比,那些佩戴加臭鼻夹完成 PMR 训练的人在压力认知任务期间并没有表现出较低的心率。今后有关气味与放松之间联系的研究可能会受益于调整训练方案,使行为与气味之间的联系更频繁或更持久。 实际应用 这些研究结果提供了初步证据,表明在进行渐进式肌肉放松等轻度活动时佩戴有气味的鼻夹可以很好地耐受,但还需要进一步研究,探索这种配对是否会在单独呈现气味时带来放松的感觉。
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引用次数: 0
Coffee is more than flavor, the creation of a coffee character wheel 咖啡不仅仅是一种风味,更是一种咖啡特色的创造。
IF 2 3区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2023-10-24 DOI: 10.1111/joss.12886
Simon D. Williams, Danilo de Andrade, Lei Liu

Coffee is more than flavor. Though many articles focus on assessing coffee's flavor, the coffee characteristics for the acidity, mouthfeel, and aftertaste form part of the industry-standard assessment. The existing coffee flavor wheels provide commonly used terms for the assessment. However, there is limited discussion about the coffee acidity, mouthfeel, and aftertaste character. In this study, the terms used for describing coffee acidity, mouthfeel, and aftertaste were collated from published literature, coffee sensory panels, and internet material. A total of 679 unique sensory terms were identified for acidity, mouthfeel, and aftertaste and correlated into word maps. Based on word relationships and usage, the number of terms was reduced to a total of 95 for acidity, mouthfeel, aftertaste, and an overall grouping for shared terms. The reduced terms were arranged onto a coffee character wheel organized from broad to specific. The created character wheel provides a concise list of terms for coffee cuppers to assess acidity, mouthfeel, and aftertaste.

Practical Applications

The coffee character wheel compliments the currently published coffee flavor wheels to provide explicit descriptors commonly used in the coffee industry. In addition to flavor, acidity, mouthfeel, and aftertaste are also used to assess coffee quality. Many sensory terms have been used to describe these attributes, but these used terms have not been summarized or discussed. Analysis of the used terms can assist in creating a common language surrounding the coffee character. The broad to specific terms on this coffee character wheel can help coffee cuppers to describe coffee acidity, mouthfeel, and aftertaste.

咖啡不仅仅是风味。尽管许多文章都侧重于评估咖啡的风味,但咖啡的酸度、口感和回味特征也是行业标准评估的一部分。现有的咖啡风味轮提供了常用的评估术语。然而,关于咖啡酸度、口感和回味特征的讨论却很有限。在这项研究中,我们从公开发表的文献、咖啡感官小组和互联网资料中整理了用于描述咖啡酸度、口感和回味的术语。共识别出 679 个关于酸度、口感和余味的独特感官术语,并将其关联到词图中。根据词语关系和使用情况,将酸度、口感和回味的词语数量减少到 95 个,并对共享词语进行了整体分组。缩减后的术语被编排到一个咖啡特征轮上,从宽泛到具体。创建的特征轮为咖啡师评估酸度、口感和回味提供了一个简明的术语列表。 实际应用 咖啡特征表是对目前出版的咖啡风味表的补充,提供了咖啡行业常用的明确描述。除风味外,酸度、口感和回味也用于评估咖啡质量。许多感官术语被用来描述这些属性,但这些术语尚未得到总结或讨论。对这些术语进行分析,有助于围绕咖啡特性创建一种共同语言。这个咖啡特征轮上从广泛到具体的术语可以帮助咖啡师描述咖啡的酸度、口感和回味。
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引用次数: 0
Society of Sensory Professionals 感官专业人员协会
IF 2 3区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2023-10-01 DOI: 10.1111/joss.12885
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引用次数: 0
Preference sorting versus Check-All-That-Apply on sensory drivers of liking determination: A complementary study assessing dulce de leche 偏好排序与 "全部检查"(Check-All-That-Apply)对确定喜好的感官驱动因素的影响:一项评估果仁糖的补充研究
IF 2 3区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2023-09-28 DOI: 10.1111/joss.12884
Jéssica Ferreira Rodrigues, Katiúcia Alves Amorim, Vanessa Rios de Souza, Ana Carolina Ratti Nogueira, Ana Carla Marques Pinheiro

Product sensory description is a fundamental action in sensory science, traditionally achieved through descriptive sensory tests. Rapid methods (Sorting and check all that apply [CATA]) that do not require trained sensory panels have been increasingly implemented to save time and costs. Considering the traditionality of the CATA method, this study is an extension of previous research on sensory drivers of liking of dulce de leche, comprising an investigation of Preference Sorting (PS) versus CATA to compare the results and information obtained from both techniques. PS and CATA tests showed similar results in determining dulce de leche sensory drivers of liking. However, some differences on sensory description were noted. Consumers considered the PS test more difficult than CATA. PS proved to be an alternative in determining the product sensory drivers of liking for a screening of a large number of samples, providing similar results to the traditional test—the CATA test.

Practical Applications

The findings of this study show practical utility for consumer-based methodologies, focusing on sorting tasks and sensory drivers of liking determination, complementing the preference sorting studies in a comparative perspective with a traditional sensory method to understand the technique and its applicability better. In addition, they are useful for Brazilian dulce de leche producers as they enable an understanding of consumer preferences to plan production, marketing, and commercialization strategies.

产品感官描述是感官科学的一项基本工作,传统上通过描述性感官测试来实现。为了节省时间和成本,越来越多地采用不需要训练有素的感官小组的快速方法(分类和检查所有适用的方法 [CATA])。考虑到 CATA 方法的传统性,本研究是对以往关于喜欢果仁糖的感官驱动因素研究的延伸,包括偏好排序(PS)与 CATA 的调查,以比较从两种技术中获得的结果和信息。偏好排序法和 CATA 测试在确定果仁糖的感官喜好驱动因素方面显示出相似的结果。不过,在感官描述方面还是存在一些差异。消费者认为 PS 测试比 CATA 更难。事实证明,在对大量样品进行筛选时,PS 是确定产品感官喜好驱动因素的另一种方法,其结果与传统的 CATA 测试相似。 实际应用 本研究的结果表明,以消费者为基础的方法具有实际效用,其重点是排序任务和确定喜好的感官驱动因素,从与传统感官方法比较的角度对偏好排序研究进行了补充,以便更好地了解该技术及其适用性。此外,这些研究结果对巴西的果酱生产商也很有用,因为它们有助于了解消费者的喜好,从而规划生产、营销和商业化战略。
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引用次数: 0
Using focus groups and consumer perceptions to generate important features of hotel shampoos and lotions 利用焦点小组和消费者感知,生成酒店洗发水和润肤露的重要特征
IF 2 3区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2023-09-25 DOI: 10.1111/joss.12883
Jessie Payne, Martin J. Talavera, Kadri Koppel

Hotel toiletries are standard complementary items found in hotel bathrooms. These commodities are important to consumers, yet minimum research has been conducted on consumers' perception of these hotel toiletries, nor the variables that can influence their preferences. Four focus group sessions were conducted with frequent hotel guests. These groups were separated based on the type of hotel toiletry (shampoo or lotion) and the category of hotel the consumers most regularly visited (i.e., luxury or economy). By the end of all four sessions, a list of 34 attributes for hotel shampoos and 29 attributes for hotel lotions was generated. Perceived differences were discovered such as economy guests testing the products before use, while luxury hotel guests had a “trust” factor in which testing was unnecessary. Additionally, relaxing “spa” like scents for shampoos and thick textures for lotions were important features. Follow-up research has been published to validate the information quantitatively.

Practical Applications

Articles publicly accessible on hotel toiletries are narrow. The investigation provides the groundwork for additional research to be conducted on the hotel toiletry category. The research resulted in various attributes to describe hotel shampoos and lotions, and how economy and luxury hotel guests use hotel toiletries. From the study, hotel owners and managers can explore the various opinions and perceptions of luxury and economy hotel guests regarding hotel shampoos and lotions.

酒店洗漱用品是酒店浴室中的标准辅助用品。这些商品对消费者来说非常重要,但有关消费者对这些酒店洗浴用品的看法以及影响其偏好的变量的研究却少之又少。我们对酒店常客进行了四次焦点小组讨论。这些小组根据酒店洗浴用品的类型(洗发水或润肤露)和消费者最常光顾的酒店类别(即豪华型或经济型)进行划分。在所有四个环节结束后,得出了一份包含 34 种酒店洗发水属性和 29 种酒店洗液属性的清单。发现了一些感知差异,如经济型酒店的客人会在使用前测试产品,而豪华型酒店的客人则有 "信任 "因素,无需测试。此外,洗发水的 "水疗 "香味和乳液的厚重质地也是重要特征。后续研究已经发表,对信息进行了定量验证。 实际应用 公开发表的有关酒店洗浴用品的文章较少。这项调查为今后对酒店洗浴用品类别开展更多研究奠定了基础。研究得出了描述酒店洗发水和乳液的各种属性,以及经济型和豪华型酒店客人如何使用酒店洗浴用品。通过这项研究,酒店业主和经理可以探索豪华酒店和经济型酒店客人对酒店洗发水和乳液的不同意见和看法。
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引用次数: 0
Application of combined tetrad tests and multi-sip Temporal Check-All-That-Apply to enhance carbonated beverage flavor differentiation 应用联合四分体试验和多组时空检查法提高碳酸饮料风味的区分度
IF 2 3区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2023-09-19 DOI: 10.1111/joss.12880
Alex Feldmeyer, Adrianne Johnson, Danielle Van Hout

Sensory discrimination testing is conducted for many reasons, including—but not limited to—flavor matching initiatives. When conducting these tests on carbonated beverages, there is not an established protocol on the best way to differentiate these multifaceted products. This is in part due to the formulations exhibiting a spectrum of carbonation (CO2) levels, flavors and ingredients. This research conducted tetrad tests at four time points of CO2 dissipation (0, 5, 10, and 15 min) and at two temperatures (refrigerated and ambient) to determine the sample preparation scenarios for which the “high discrimination” and “low discrimination” sample differentiation occurred. Subsequently, a select beverage pair was assessed in the “high discrimination” and the “low discrimination” preparation scenarios using multi-sip Temporal Check-All-That-Apply (TCATA). The objective of this research was to assess if identifying optimal sample preparations that enhanced sample differentiation from a series of tetrad tests allowed for a more discriminatory TCATA assessment. Results indicated that sample preparation significantly affected the ability to differentiate beverages for select attributes, but the “high discrimination” scenario was not always the more differentiating condition. Future work will aim to increase the knowledge of these interactions with additional carbonated products to further validate and generalize these findings.

Practical Applications

Sensory professionals will gain knowledge on how to optimize sample preparation for discovery of scenarios in which carbonated product flavors might be better differentiated.

进行感官鉴别测试的原因有很多,包括但不限于风味匹配计划。在对碳酸饮料进行这些测试时,对于区分这些多层面产品的最佳方法并没有既定的协议。这部分是由于这些产品的配方显示出不同的碳酸化(CO2)水平、风味和成分。这项研究在二氧化碳消散的四个时间点(0、5、10 和 15 分钟)和两种温度(冷藏和常温)下进行了四分试验,以确定 "高区分度 "和 "低区分度 "样品区分的样品制备方案。随后,在 "高辨别度 "和 "低辨别度 "的制备方案中,使用多组时空校验-全部应用(TCATA)对选定的饮料进行评估。这项研究的目的是评估从一系列四分体测试中确定最佳样品制备方法是否能提高 TCATA 评估的区分度。结果表明,样品制备对区分特定属性饮料的能力有很大影响,但 "高区分度 "方案并不总是更具区分度的条件。未来的工作将致力于通过更多的碳酸产品来增加对这些相互作用的了解,从而进一步验证和推广这些发现。 实际应用 感官专业人员将获得如何优化样品制备的知识,以发现碳酸产品风味可能更好区分的情况。
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引用次数: 0
The visual perception of wetness: The role of stain chroma, size, and hue 湿润的视觉感知:污渍色度、大小和色调的作用
IF 2 3区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2023-09-19 DOI: 10.1111/joss.12879
Charlotte Merrick, Rodrigo Rosati, Davide Filingeri

A range of sensory cues contribute to human wetness perception, yet we know little of how visual modalities are involved, specifically if in-situ physical observations differ from ex-situ online observations. We aimed to assess the effect of stain volume, chroma, size, and hue on the wetness perception of static images, with a comparison to previously collected in-situ data. A total of 440 participants completed the online study, including 18 from an analogous in-situ study. Stimuli varied in physical wetness (0, 2.16 × 10−4 or 3.45 × 10−4 mL mm−2), stain chroma (clear saline, light synthetic urine, dark synthetic urine) and stain size (1150 or 5000 mm2). Further stimuli of a fixed wetness (3.45 × 10−4 mL mm−2) varied in stain hue (red, orange, yellow, green, blue, violet) and stain size (1150 or 5000 mm2). Participants rated wetness perception using a visual analogue scale (very dry to very wet) and modified yes/no task (dry/wet, gloss/matte, dilute/concentrate). Participants successfully discriminated between all physical wetness levels. Wetness perception shared a positive relationship with stain chroma and size, and varied with hue such that higher wavelengths resulted in greater wetness perception. Finally, online and in-situ wetness perception did not significantly differ.

Practical Applications

The findings fundamentally contribute to our scientific understanding of wetness perception, giving evidence toward different multisensory integration theories. Further applications lie in industry, such as improving the structure, function, and perception of absorbent hygiene products or informing the design of sportswear with moisture management properties. Additionally, findings may aid the improvement of digital software which uses visual wetness components, for example in augmented and virtual realities.

一系列感官线索都有助于人类的湿润感知,但我们对视觉模式是如何参与其中,特别是原位物理观察与原位在线观察是否存在差异知之甚少。我们的目的是评估污渍体积、色度、大小和色调对静态图像湿度感知的影响,并与之前收集的现场数据进行比较。共有 440 名参与者完成了在线研究,其中 18 人来自类似的现场研究。刺激物的物理湿度(0、2.16 × 10-4 或 3.45 × 10-4 mL mm-2)、污渍色度(透明生理盐水、浅色合成尿液、深色合成尿液)和污渍大小(1150 或 5000 平方毫米)各不相同。湿度固定(3.45 × 10-4 mL mm-2)的其他刺激物在染色色调(红色、橙色、黄色、绿色、蓝色、紫色)和染色面积(1150 或 5000 平方毫米)上各不相同。受试者使用视觉模拟量表(非常干到非常湿)和修正的 "是/否 "任务(干/湿、光泽/哑光、稀释/浓缩)对湿润感进行评分。参与者成功地区分了所有物理湿度等级。湿度感知与污渍色度和大小呈正相关,并随色调而变化,波长越高,湿度感知越强。最后,在线湿度感知和现场湿度感知没有明显差异。 实际应用 这些发现从根本上促进了我们对湿度感知的科学理解,为不同的多感觉统合理论提供了证据。研究结果还可进一步应用于工业领域,如改善吸水性卫生产品的结构、功能和感知,或为具有湿度管理特性的运动服装设计提供参考。此外,研究结果还有助于改进使用视觉湿度组件的数字软件,例如增强现实和虚拟现实软件。
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引用次数: 0
Equivalence and non-inferiority tests using replicated discrimination and preference data 利用重复的鉴别和偏好数据进行等效和非劣效性检验
IF 2 3区 农林科学 Q2 Agricultural and Biological Sciences Pub Date : 2023-09-19 DOI: 10.1111/joss.12882
Michael Meyners, B. Thomas Carr, Joachim Kunert

Using replications in discrimination tests is becoming more common in times of strict budgetary and time constraints. For the proof of differences, it is well-known that the standard binomial test can be used. However, it is no longer applicable if the objective is to show equivalence or non-inferiority, as potential differences among assessors (assessor heterogeneity/overdispersion) might invalidate the binomial test. We reapply ideas described earlier for the development of a confidence interval to derive a direct asymptotic test for equivalence or non-inferiority using replicated discrimination and preference data, both for the cases of equal and unequal numbers of replications among assessors. The suggested test is largely model-free, that is, does not require any assumptions that cannot be easily warranted by the test design and execution. At the same time, implementation is surprisingly easy by using the R code provided or any simple spreadsheet editor, or even manually.

Practical Applications

Showing equivalence in perception between stimuli becomes increasingly important in applications, for example, in cost-savings or product-matching. The suggested approach is statistically valid without potentially doubtful model assumptions, yet at the same time simple and easy to use. Tables with critical values and R code for the evaluations further ease adoption, as illustrated by three small examples. The power assessments indicate that the loss in power is only moderate as long as the number of replications is not excessive, making replicate evaluations in discrimination tests a viable option for showing equivalence. The common approach of concluding for equivalence when a test for differences does not turn out to be statistically significant is heavily flawed; given that a valid yet simple approach to establish equivalence from replicated discrimination and preference data is provided here, such practice should be abandoned.

在预算和时间都十分紧张的情况下,在区分检验中使用重复检验越来越普遍。众所周知,要证明差异,可以使用标准二项式检验。然而,如果目标是证明等效性或非劣效性,那么二项检验就不再适用,因为评估者之间的潜在差异(评估者异质性/过度分散性)可能会使二项检验失效。我们重新应用了前面描述的置信区间的开发思路,利用重复的鉴别和偏好数据,针对评估者之间重复次数相同和不等的情况,得出了等效或非劣效的直接渐近检验。所建议的检验基本上不需要模型,也就是说,不需要任何检验设计和执行不容易证明的假设。同时,使用所提供的 R 代码或任何简单的电子表格编辑器,甚至手动操作,实施起来都非常容易。 实际应用 在成本节约或产品匹配等应用中,显示刺激物之间的感知等效变得越来越重要。建议的方法在统计上是有效的,没有潜在的可疑模型假设,同时又简单易用。如三个小例子所示,包含临界值的表格和用于评估的 R 代码进一步方便了采用。功率评估结果表明,只要重复次数不过多,功率损失就不会太大,这使得在判别检验中进行重复评估成为显示等效性的一个可行选择。当差异检验结果在统计意义上不显著时就得出等效结论的常见方法存在严重缺陷;鉴于本文提供了一种有效而简单的方法,可从重复的歧视和偏好数据中确定等效性,这种做法应予以摒弃。
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Journal of Sensory Studies
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