Seeing red: color effects on restaurant tipping may not be as significant as thought

Q2 Agricultural and Biological Sciences
Kenneth Gourlay, Zachary W. Brewster
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The findings related to red masks suggest that red masks are not equivalent to red lips and more closely align with alternate theories suggesting that clothing color may signal competence or professionalism rather than attractiveness.KEYWORDS: TippingmaskCOVID-19restaurantcustomer servicetipping motives AcknowledgementsThe authors wish to thank anonymous reviewers for JFBR and David Merolla for helpful feedback on earlier drafts of this manuscript.Declaration of conflicting interestsThe authors have no relevant financial or non-financial interests to disclose.Disclosure statementNo potential conflict of interest was reported by the author(s).Notes1. This study was performed with approval from the Wayne State University Institutional Review Board (IRB-20-12-3056). In lieu of written documentation of consent, to better preserve anonymity, participants were informed of the procedures, intent of the study, and potential risks at the very beginning of the survey with an information sheet and will be asked to indicate their agreement to participate in the study by clicking “I agree to participate”.2. Workers were requested from the MTurk platform who reside in the U.S. Worker screening on the MTurk platform includes validating worker identity for tax purposes. Respondents were further asked at the end of the survey to report the state wherein they currently reside, and “I do not live in the United States” was an option in the dropdown menu. None reported that they do not live in the United States.3. Of 1642 participants recruited, 1524 completed the survey. Of these, 96 were excluded because of missing data on the analyzed variables (including 7 who did not report their sex as either male or female). An additional 113 were excluded on the basis of outlying tip amounts. While the decision to exclude so many outlying cases was difficult, we chose the cutoff of 55% based on two factors. First, higher tips (both in dollar value and in percent) appeared increasingly random and less principled. For example, a large number of cases had tips reported around 100% of the bill amount, which suggests that respondents may not have understood the question and were reporting the bill amount rather than a tip. We also saw many very high tips of exactly $10 or $20, suggesting that those respondents may not have given much thought to the size or rationale for their tip. Second, had we chosen a cutoff value much higher than we did, values of skewness and kurtosis on the distribution of tip percent would have been too large to assume a normal distribution and would have made any statistical assessments increasingly difficult. We assessed the even distribution of omitted cases across our 15 experimental conditions (Pearson’s chi-squared = 20.825, p = .106), and as a robustness test we estimated our models in a sample that included the cases that were omitted from the main analysis as a result of questionable tip amounts. The results from these models did not alter the substantive conclusions that we draw from the main analyses.4. https://stock.adobe.com/license-terms5. Guéguen and Jacob (Citation2012) included only female servers and male patrons in their sample. Model 4 is designed to identify an effect specific to this subset of our sample. As an additional test, we also estimated a direct model in our sample after isolating cases with male patrons and female servers; again, there is no discernible association.6. While the finding that our male server was, on average, perceived to be less attractive with red lip coloration was not specifically predicted in earlier literature or in our hypothesis, it is not inconsistent. With only one male model, this study is unable to make generalizable claims about male lip coloration; however, future studies could explore this phenomenon to see whether this finding holds for men in general.7. For the male server, the negative indirect effect of red lip coloration on tips through attraction is significant at a 94% confidence level. For female servers, the positive indirect effect is significant with 90% confidence. Further, because these effects operate in opposing directions, server sex clearly moderates this relationship (index of moderated mediation = .9240, BootLLCI .0606, BootULCI 2.0233).8. Because this theory is based on sexual attraction, we also considered if the effect would be stronger when server and patron were of the same sex and the patron identified as homosexual or bisexual. No significant difference was visible, though the sample did not include a large group of homosexual-identifying participants so a small effect might not have been statistically apparent (90.6% identified their sexual orientation as heterosexual). Additionally, the theory is based on biological impressions of attractiveness that may have more to do with the sexual (gender) identity of the subject than the sexual orientation of the observer. Since female heterosexual patrons do not view red lips of a male in the same way that male heterosexual patrons view red lips of a female, there is likewise no expectation that homosexual patrons would find these characteristics to be sexually attractive in a way that mirrors that of heterosexual patrons.9. When compared to either the black or red conditions, the difference in mean tip percent for the white mask conditions still did not rise to statistical significance (p = .098 compared to black and p = .073 compared to red). However, when mean tip percent for white mask conditions is compared to all other conditions, the difference is statistically significant (mean tip 1.49% less, p = .012).10. Lynn et al. (Citation2016) also found that female patrons were more discriminating of server shirt color, but in different ways than our findings regarding mask color. Female patrons reported the female server to be more attractive when wearing a red shirt compared to black, and the male server less attractive when wearing red compared to black or white.11. 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引用次数: 0

Abstract

ABSTRACTPrevious research found that female restaurant servers displaying the color red, either on their lips or shirts, tended to receive higher tips from their male patrons, in theory because the color red is thought to enhance perceptions of sexual attractiveness. This study reports findings from two survey experiments that were administered to a sample of MTurk workers to test the causal process linking red lipstick and, alternatively, a red face mask with customers’ tips. We are not able to replicate the previously observed red lipstick effect on customers’ tipping practices, although some evidence for the underlying attraction-based theory is offered. The findings related to red masks suggest that red masks are not equivalent to red lips and more closely align with alternate theories suggesting that clothing color may signal competence or professionalism rather than attractiveness.KEYWORDS: TippingmaskCOVID-19restaurantcustomer servicetipping motives AcknowledgementsThe authors wish to thank anonymous reviewers for JFBR and David Merolla for helpful feedback on earlier drafts of this manuscript.Declaration of conflicting interestsThe authors have no relevant financial or non-financial interests to disclose.Disclosure statementNo potential conflict of interest was reported by the author(s).Notes1. This study was performed with approval from the Wayne State University Institutional Review Board (IRB-20-12-3056). In lieu of written documentation of consent, to better preserve anonymity, participants were informed of the procedures, intent of the study, and potential risks at the very beginning of the survey with an information sheet and will be asked to indicate their agreement to participate in the study by clicking “I agree to participate”.2. Workers were requested from the MTurk platform who reside in the U.S. Worker screening on the MTurk platform includes validating worker identity for tax purposes. Respondents were further asked at the end of the survey to report the state wherein they currently reside, and “I do not live in the United States” was an option in the dropdown menu. None reported that they do not live in the United States.3. Of 1642 participants recruited, 1524 completed the survey. Of these, 96 were excluded because of missing data on the analyzed variables (including 7 who did not report their sex as either male or female). An additional 113 were excluded on the basis of outlying tip amounts. While the decision to exclude so many outlying cases was difficult, we chose the cutoff of 55% based on two factors. First, higher tips (both in dollar value and in percent) appeared increasingly random and less principled. For example, a large number of cases had tips reported around 100% of the bill amount, which suggests that respondents may not have understood the question and were reporting the bill amount rather than a tip. We also saw many very high tips of exactly $10 or $20, suggesting that those respondents may not have given much thought to the size or rationale for their tip. Second, had we chosen a cutoff value much higher than we did, values of skewness and kurtosis on the distribution of tip percent would have been too large to assume a normal distribution and would have made any statistical assessments increasingly difficult. We assessed the even distribution of omitted cases across our 15 experimental conditions (Pearson’s chi-squared = 20.825, p = .106), and as a robustness test we estimated our models in a sample that included the cases that were omitted from the main analysis as a result of questionable tip amounts. The results from these models did not alter the substantive conclusions that we draw from the main analyses.4. https://stock.adobe.com/license-terms5. Guéguen and Jacob (Citation2012) included only female servers and male patrons in their sample. Model 4 is designed to identify an effect specific to this subset of our sample. As an additional test, we also estimated a direct model in our sample after isolating cases with male patrons and female servers; again, there is no discernible association.6. While the finding that our male server was, on average, perceived to be less attractive with red lip coloration was not specifically predicted in earlier literature or in our hypothesis, it is not inconsistent. With only one male model, this study is unable to make generalizable claims about male lip coloration; however, future studies could explore this phenomenon to see whether this finding holds for men in general.7. For the male server, the negative indirect effect of red lip coloration on tips through attraction is significant at a 94% confidence level. For female servers, the positive indirect effect is significant with 90% confidence. Further, because these effects operate in opposing directions, server sex clearly moderates this relationship (index of moderated mediation = .9240, BootLLCI .0606, BootULCI 2.0233).8. Because this theory is based on sexual attraction, we also considered if the effect would be stronger when server and patron were of the same sex and the patron identified as homosexual or bisexual. No significant difference was visible, though the sample did not include a large group of homosexual-identifying participants so a small effect might not have been statistically apparent (90.6% identified their sexual orientation as heterosexual). Additionally, the theory is based on biological impressions of attractiveness that may have more to do with the sexual (gender) identity of the subject than the sexual orientation of the observer. Since female heterosexual patrons do not view red lips of a male in the same way that male heterosexual patrons view red lips of a female, there is likewise no expectation that homosexual patrons would find these characteristics to be sexually attractive in a way that mirrors that of heterosexual patrons.9. When compared to either the black or red conditions, the difference in mean tip percent for the white mask conditions still did not rise to statistical significance (p = .098 compared to black and p = .073 compared to red). However, when mean tip percent for white mask conditions is compared to all other conditions, the difference is statistically significant (mean tip 1.49% less, p = .012).10. Lynn et al. (Citation2016) also found that female patrons were more discriminating of server shirt color, but in different ways than our findings regarding mask color. Female patrons reported the female server to be more attractive when wearing a red shirt compared to black, and the male server less attractive when wearing red compared to black or white.11. While this experiment was independent of the experiment conducted in Brewster and Gourlay (Citation2021), the two studies shared the same sample.
看到红色:颜色对餐馆小费的影响可能没有想象的那么大
【摘要】先前的研究发现,女性餐厅服务员在嘴唇或衬衫上涂上红色,往往会从男顾客那里得到更高的小费,因为理论上,红色被认为能增强对性吸引力的感知。这项研究报告了两项调查实验的结果,这两项实验对土耳其工人进行了抽样调查,以测试红色口红和红色口罩与顾客小费之间的因果关系。我们无法复制之前观察到的红色口红对顾客小费行为的影响,尽管我们提供了一些证据来支持潜在的基于吸引力的理论。与红色面具相关的研究结果表明,红色面具并不等同于红唇,这与另一种理论更接近,即衣服的颜色可能表明能力或专业精神,而不是吸引力。作者要感谢JFBR和David Merolla的匿名审稿人对本文早期草稿的有用反馈。利益冲突声明作者没有相关的经济或非经济利益需要披露。披露声明作者未报告潜在的利益冲突。本研究已获得韦恩州立大学机构审查委员会(IRB-20-12-3056)的批准。为了更好地保护匿名性,在调查开始时,参与者被告知程序、研究意图和潜在风险,并被要求通过点击“我同意参与”来表明他们同意参与研究。MTurk平台要求居住在美国的工人在MTurk平台上进行工人筛选,包括验证工人的税务身份。在调查结束时,受访者被进一步要求报告他们目前居住的州,“我不住在美国”是下拉菜单中的一个选项。没有人说他们不住在美国。在被招募的1642名参与者中,1524人完成了调查。其中,96人因缺少分析变量的数据而被排除在外(包括7名未报告性别为男性或女性的人)。另有113人因小费数额过高而被排除在外。虽然很难决定排除这么多的例外情况,但我们基于两个因素选择了55%的截止值。首先,更高的小费(无论是金额还是百分比)似乎越来越随机,越来越缺乏原则。例如,很多情况下,报告的小费大约是账单金额的100%,这表明受访者可能没有理解问题,他们报告的是账单金额而不是小费。我们还看到许多人给的小费非常高,正好是10美元或20美元,这表明这些受访者可能没有过多考虑给小费的数额或理由。其次,如果我们选择的截止值比我们所选择的高得多,那么倾斜百分比分布的偏度和峰度值就会太大,无法假设为正态分布,并且会使任何统计评估变得越来越困难。我们评估了15个实验条件下遗漏案例的均匀分布(皮尔逊卡方= 20.825,p = 0.106),并且作为稳健性测试,我们在样本中估计了我们的模型,其中包括由于可疑的小费金额而从主要分析中遗漏的案例。这些模型的结果并没有改变我们从主要分析中得出的实质性结论。https://stock.adobe.com/license-terms5。gusamguen和Jacob (Citation2012)在他们的样本中只包括女性服务员和男性顾客。模型4旨在确定特定于我们样本子集的效应。作为一个额外的测试,我们还在我们的样本中估计了一个直接模型,在隔离男性顾客和女性服务员的情况下;同样,两者之间也没有明显的联系。虽然我们的男服务员在一般情况下被认为红唇不那么有吸引力,这一发现在早期文献或我们的假设中并没有特别预测到,但它并不矛盾。由于只有一个男性模型,这项研究无法对男性唇色做出概括的结论;然而,未来的研究可以探索这一现象,看看这一发现是否适用于一般男性。对于男服务员来说,红唇颜色通过吸引对小费的间接负面影响在94%的置信水平上是显著的。对于女服务员,正间接效应显著,置信度达90%。此外,由于这些影响是反向作用的,服务器性别明显地调节了这种关系(被调节中介的指数= 0.9240,BootLLCI为0.0606,BootLLCI为2.0233)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Foodservice Business Research
Journal of Foodservice Business Research Agricultural and Biological Sciences-Food Science
CiteScore
4.40
自引率
0.00%
发文量
52
期刊介绍: The Journal of Forecasting is an international journal that publishes refereed papers on forecasting. It is multidisciplinary, welcoming papers dealing with any aspect of forecasting: theoretical, practical, computational and methodological. A broad interpretation of the topic is taken with approaches from various subject areas, such as statistics, economics, psychology, systems engineering and social sciences, all encouraged. Furthermore, the Journal welcomes a wide diversity of applications in such fields as business, government, technology and the environment.
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