Pub Date : 2024-06-29DOI: 10.1016/j.foodqual.2024.105256
Yingying Du, Xingyuan Wang
Prior studies have primarily concentrated on the role of food imagery, which depicts the food itself or its ingredients, in conveying food messages, with less emphasis on background imagery. Background imagery, which often carries symbolic or metaphorical meanings through the depiction of food-related and non-food-related subjects, also serves as a vital medium for communicating food messages. This study investigates the role of natural imagery, a type of background imagery, in transmitting health-related attributes of food. This study employed an implicit association test (IAT) alongside three scenario experiments. The findings demonstrate that natural imagery triggers a health association with food, leading to a favorable product attitude, referred to as the “health metaphor effect.” Subsequently, the boundary conditions for this effect were examined, revealing its presence in healthy product categories as opposed to unhealthy ones. Building upon these findings, the study also assessed the influence of food imagery in food visuals on the role of natural imagery. The result indicates that, for healthy foods, the health metaphor effect is more pronounced when the food imagery is depicted in a processed (vs. raw) state.
{"title":"Is there also a hidden health cue in the background? The impact of natural imagery on product attitude in food marketing","authors":"Yingying Du, Xingyuan Wang","doi":"10.1016/j.foodqual.2024.105256","DOIUrl":"https://doi.org/10.1016/j.foodqual.2024.105256","url":null,"abstract":"<div><p>Prior studies have primarily concentrated on the role of food imagery, which depicts the food itself or its ingredients, in conveying food messages, with less emphasis on background imagery. Background imagery, which often carries symbolic or metaphorical meanings through the depiction of food-related and non-food-related subjects, also serves as a vital medium for communicating food messages. This study investigates the role of natural imagery, a type of background imagery, in transmitting health-related attributes of food. This study employed an implicit association test (IAT) alongside three scenario experiments. The findings demonstrate that natural imagery triggers a health association with food, leading to a favorable product attitude, referred to as the “health metaphor effect.” Subsequently, the boundary conditions for this effect were examined, revealing its presence in healthy product categories as opposed to unhealthy ones. Building upon these findings, the study also assessed the influence of food imagery in food visuals on the role of natural imagery. The result indicates that, for healthy foods, the health metaphor effect is more pronounced when the food imagery is depicted in a processed (vs. raw) state.</p></div>","PeriodicalId":322,"journal":{"name":"Food Quality and Preference","volume":null,"pages":null},"PeriodicalIF":4.9,"publicationDate":"2024-06-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141480210","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-06-27DOI: 10.1016/j.foodqual.2024.105258
Sophie-Dorothe Lieke , Achim Spiller , Gesa Busch
Labels and claims representing inherent health- or environment-related attributes contribute to shaping consumer product preferences and perceptions. Palm oil-related labels and claims foster assumptions about individual, social and planetary health. Although consumers in palm oil-importing countries view this commodity with scepticism, a consumer-endorsed trend towards its elimination may cause unintended shifts in environmental impacts. Instead of eliminating palm oil from industries, scientists often acknowledge the benefits of sustainably produced palm oil as a better alternative. A research gap exists to better explain consumer acceptance or rejection of products containing palm oil. To understand how palm oil-related labels and claims influence the perceived sustainability and healthiness of products, an online study was conducted with German consumers (n = 411). Predictors influencing sustainability perceptions were integrated into a Structural Equation Model to explore how these leverage positive or negative perspectives towards the absence of palm oil or the presence of certified sustainable palm oil. This study reveals that products containing no palm oil are perceived to be healthier and more sustainable. We find that sentiments towards palm oil do not necessarily follow traditional trajectories, but are underpinned by disjoint relationships and previously established judgments. Label heuristics are more influential in shaping these perceptions, making them prone to misinterpretation. A proliferation of ‘free from’ claims haloed with sustainability assumptions compromises the progress achieved within the certified sector. This calls for more sensitivity towards products containing certified palm oil, so that assumptions align with reality and consumer perceptions are not barking up the wrong tree.
{"title":"Are consumers still barking up the wrong (palm) tree? Insights into perceptions towards palm oil-related labels and claims","authors":"Sophie-Dorothe Lieke , Achim Spiller , Gesa Busch","doi":"10.1016/j.foodqual.2024.105258","DOIUrl":"https://doi.org/10.1016/j.foodqual.2024.105258","url":null,"abstract":"<div><p>Labels and claims representing inherent health- or environment-related attributes contribute to shaping consumer product preferences and perceptions. Palm oil-related labels and claims foster assumptions about individual, social and planetary health. Although consumers in palm oil-importing countries view this commodity with scepticism, a consumer-endorsed trend towards its elimination may cause unintended shifts in environmental impacts. Instead of eliminating palm oil from industries, scientists often acknowledge the benefits of sustainably produced palm oil as a better alternative. A research gap exists to better explain consumer acceptance or rejection of products containing palm oil. To understand how palm oil-related labels and claims influence the perceived sustainability and healthiness of products, an online study was conducted with German consumers (n = 411). Predictors influencing sustainability perceptions were integrated into a Structural Equation Model to explore how these leverage positive or negative perspectives towards the absence of palm oil or the presence of certified sustainable palm oil. This study reveals that products containing no palm oil are perceived to be healthier and more sustainable. We find that sentiments towards palm oil do not necessarily follow traditional trajectories, but are underpinned by disjoint relationships and previously established judgments. Label heuristics are more influential in shaping these perceptions, making them prone to misinterpretation. A proliferation of ‘free from’ claims haloed with sustainability assumptions compromises the progress achieved within the certified sector. This calls for more sensitivity towards products containing certified palm oil, so that assumptions align with reality and consumer perceptions are not barking up the wrong tree.</p></div>","PeriodicalId":322,"journal":{"name":"Food Quality and Preference","volume":null,"pages":null},"PeriodicalIF":4.9,"publicationDate":"2024-06-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0950329324001605/pdfft?md5=838fc058cb7eafa4c6a19d2464cc41ce&pid=1-s2.0-S0950329324001605-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141479852","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-06-26DOI: 10.1016/j.foodqual.2024.105257
Madeline M. Harper , Paige M. Cunningham , John E. Hayes
During eating, exogenous sources of oral lubrication like dips facilitate oral processing, which has been shown to influence food intake. However, few studies have directly assessed how exogenous oral lubrication (via added dip) affects acute intake, especially while snacking. In two laboratory visits, adults (n = 46, 74 % female) were served 70 g of ranch-flavored chips (2.5 servings) with or without 95 g of energy-matched ranch dip, and ad libitum intake was measured. All sessions were video recorded and annotated for number of bites and active eating time (min), which were used to calculate measures of eating microstructure, including eating rate (g/min) and bite size (g/bite). The chips + dip condition yielded 77 % greater intake (64.3 ± 16.2 g versus 36.4 ± 16.2 g; 344.6 ± 86.8 kcal versus 195.1 ± 86.8 kcal; p < 0.001) and a faster total eating rate (p < 0.001) relative to the no-dip control, despite lower initial liking of the dip condition (p = 0.002). However, there was no difference in chip intake (p = 0.83) or chip eating rate (p = 0.11) by condition. Thus, in this chips and dip snack, the greater intake in the dip condition may have been facilitated by a larger total snack bite size (p < 0.001) resulting from dip inclusion, as opposed to faster chip eating rate as a function of the lubricating dip.
{"title":"Serving a dip with a salty snack promotes energy intake","authors":"Madeline M. Harper , Paige M. Cunningham , John E. Hayes","doi":"10.1016/j.foodqual.2024.105257","DOIUrl":"https://doi.org/10.1016/j.foodqual.2024.105257","url":null,"abstract":"<div><p>During eating, exogenous sources of oral lubrication like dips facilitate oral processing, which has been shown to influence food intake. However, few studies have directly assessed how exogenous oral lubrication (via added dip) affects acute intake, especially while snacking. In two laboratory visits, adults (n = 46, 74 % female) were served 70 g of ranch-flavored chips (2.5 servings) with or without 95 g of energy-matched ranch dip, and <em>ad libitum</em> intake was measured. All sessions were video recorded and annotated for number of bites and active eating time (min), which were used to calculate measures of eating microstructure, including eating rate (g/min) and bite size (g/bite). The chips + dip condition yielded 77 % greater intake (64.3 ± 16.2 g versus 36.4 ± 16.2 g; 344.6 ± 86.8 kcal versus 195.1 ± 86.8 kcal; p < 0.001) and a faster total eating rate (p < 0.001) relative to the no-dip control, despite lower initial liking of the dip condition (p = 0.002). However, there was no difference in chip intake (p = 0.83) or chip eating rate (p = 0.11) by condition. Thus, in this chips and dip snack, the greater intake in the dip condition may have been facilitated by a larger total snack bite size (p < 0.001) resulting from dip inclusion, as opposed to faster chip eating rate as a function of the lubricating dip.</p></div>","PeriodicalId":322,"journal":{"name":"Food Quality and Preference","volume":null,"pages":null},"PeriodicalIF":4.9,"publicationDate":"2024-06-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141479849","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-06-24DOI: 10.1016/j.foodqual.2024.105250
Vladimir Maksimenko , David Labbe , Alison L. Eldridge , Tsz Ning Mak , Jinghai Huo , Prateek Bansal , John C. Thoresen
A promising strategy to encourage portion control involves clear guidance and portion information on product packaging alongside nutrition details. However, literature on the impact of this information on serving sizes is conflicting. To gather more objective evidence about how consumers interact with on-pack portion guidance, we conducted a laboratory-based eye-tracker study with 66 participants completing two portion-size estimation tasks. In the first, participants estimated serving sizes indirectly by gauging how many people a product pack could serve. The second task involved direct portion size selection using pictorial representations of the food portion on a virtual plate. Additionally, we explored how participants’ familiarity with products affected their portion estimations. Results: when portion guidance was presented, errors in portion estimation significantly decreased only in the indirect task, where 85% of participants showed an improved accuracy. This suggests that the way individuals are prompted to estimate portion sizes influences their approach and their reliance on the provided guidance. Higher error rates occurred when participants were more familiar with the products. For less familiar products, the lower portion estimation errors were associated with the longer fixations on the portion graphic in the indirect task. In addition, participants who quickly noticed the portion graphic provided more accurate portion size estimates. This emphasizes the practical importance of swiftly locating portion information on-pack to enhance estimation accuracy.
{"title":"Do people need guidance to estimate a food portion size? Evidence from an exploratory eye-tracker study","authors":"Vladimir Maksimenko , David Labbe , Alison L. Eldridge , Tsz Ning Mak , Jinghai Huo , Prateek Bansal , John C. Thoresen","doi":"10.1016/j.foodqual.2024.105250","DOIUrl":"https://doi.org/10.1016/j.foodqual.2024.105250","url":null,"abstract":"<div><p>A promising strategy to encourage portion control involves clear guidance and portion information on product packaging alongside nutrition details. However, literature on the impact of this information on serving sizes is conflicting. To gather more objective evidence about how consumers interact with on-pack portion guidance, we conducted a laboratory-based eye-tracker study with 66 participants completing two portion-size estimation tasks. In the first, participants estimated serving sizes indirectly by gauging how many people a product pack could serve. The second task involved direct portion size selection using pictorial representations of the food portion on a virtual plate. Additionally, we explored how participants’ familiarity with products affected their portion estimations. Results: when portion guidance was presented, errors in portion estimation significantly decreased only in the indirect task, where 85% of participants showed an improved accuracy. This suggests that the way individuals are prompted to estimate portion sizes influences their approach and their reliance on the provided guidance. Higher error rates occurred when participants were more familiar with the products. For less familiar products, the lower portion estimation errors were associated with the longer fixations on the portion graphic in the indirect task. In addition, participants who quickly noticed the portion graphic provided more accurate portion size estimates. This emphasizes the practical importance of swiftly locating portion information on-pack to enhance estimation accuracy.</p></div>","PeriodicalId":322,"journal":{"name":"Food Quality and Preference","volume":null,"pages":null},"PeriodicalIF":4.9,"publicationDate":"2024-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0950329324001526/pdfft?md5=646641d03ede70160083c5c69150de4b&pid=1-s2.0-S0950329324001526-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141480209","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-06-22DOI: 10.1016/j.foodqual.2024.105255
Greta Castellini , Guendalina Graffigna
Reducing red meat intake is crucial for both planetary sustainability and human health. However, various psychosocial barriers impede this dietary shift, necessitating the application of psychological models such as the Theory of Planned behaviours (TPB) to predict individuals’ inclination to reduce red meat consumption. Despite TPB’s widespread use, there is a need for a more refined model addressing emotional variables. This study aims to assess TPB’s effectiveness in understanding intentions and behaviours regarding red meat reduction, while investigating food involvement’s role as a moderator between intention and behaviours. Data were collected through two questionnaires (n = 963, Time 1; n = 541, Time 2) filled out by a representative sample of the Italian population. Using descriptive statistics and structural equation models, findings reveal that attitudes and subjective norms explain 22.2 % of the variance in intentions to reduce red meat consumption. Additionally, perceived behavioural control and intention account for 39.7 % of the variance in self-reported meat consumption behaviours six months later. Moreover, high levels of food involvement hinder the translation of intention into behaviour, highlighting its moderating effect. These results emphasize the necessity of reshaping red meat reduction strategies and promoting alternative consumption choices, fostering habitual practices linked to positive emotions. It is crucial for reducing red meat consumption that this behaviour becomes a cultural symbol of change, identifying individuals as “new consumers” within a society adapting to environmental and health challenges. By integrating emotional factors into behavioural models, interventions can better address barriers and promote sustainable dietary habits.
{"title":"The moderating role of food involvement: An application of the theory of planned behaviour model in reducing red meat consumption","authors":"Greta Castellini , Guendalina Graffigna","doi":"10.1016/j.foodqual.2024.105255","DOIUrl":"https://doi.org/10.1016/j.foodqual.2024.105255","url":null,"abstract":"<div><p>Reducing red meat intake is crucial for both planetary sustainability and human health. However, various psychosocial barriers impede this dietary shift, necessitating the application of psychological models such as the Theory of Planned behaviours (TPB) to predict individuals’ inclination to reduce red meat consumption. Despite TPB’s widespread use, there is a need for a more refined model addressing emotional variables. This study aims to assess TPB’s effectiveness in understanding intentions and behaviours regarding red meat reduction, while investigating food involvement’s role as a moderator between intention and behaviours. Data were collected through two questionnaires (n = 963, Time 1; n = 541, Time 2) filled out by a representative sample of the Italian population. Using descriptive statistics and structural equation models, findings reveal that attitudes and subjective norms explain 22.2 % of the variance in intentions to reduce red meat consumption. Additionally, perceived behavioural control and intention account for 39.7 % of the variance in self-reported meat consumption behaviours six months later. Moreover, high levels of food involvement hinder the translation of intention into behaviour, highlighting its moderating effect. These results emphasize the necessity of reshaping red meat reduction strategies and promoting alternative consumption choices, fostering habitual practices linked to positive emotions. It is crucial for reducing red meat consumption that this behaviour becomes a cultural symbol of change, identifying individuals as “new consumers” within a society adapting to environmental and health challenges. By integrating emotional factors into behavioural models, interventions can better address barriers and promote sustainable dietary habits.</p></div>","PeriodicalId":322,"journal":{"name":"Food Quality and Preference","volume":null,"pages":null},"PeriodicalIF":4.9,"publicationDate":"2024-06-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0950329324001575/pdfft?md5=defa66a97d7ff739560896b06b98003f&pid=1-s2.0-S0950329324001575-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141479850","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-06-22DOI: 10.1016/j.foodqual.2024.105253
Laura Maria Wallnoefer, Oliver Meixner, Petra Riefler
The frequent misinterpretation of “best before” labels among consumers is linked to substantial amounts of food waste generated in the US and the EU. To counteract this problem, the European Commission plans to revise current regulations of date marking. Among other initiatives, it is considered to use “Look-Smell-Taste” (LST) labels on food packaging, which depict visual cues motivating consumers to engage in sensory food assessments. Against this background, this paper aims to investigate the LST labels’ effectiveness in reducing consumers’ food waste behavior using an online- and a food lab experiment. The studies examine selected date marking options varying in their wording and presence of the LST label with regard to their potential (1) to increase the overdate acceptance and actual product use, as well as (2) to motivate the sensory assessment of dairy products that passed the “best before” date. Findings show that LST labels did not significantly increase the overdate acceptance, the actual use of expired products, or consumers’ engagement in sensory assessment. Participants did however indicate their preference for date marking options with LST labels over text-only options. The paper provides insights into current and future attempts to reduce food waste related to date marking and recommendations for respective revisions as part of the European Green Deal.
{"title":"Look-smell-taste labels on food date marking: Assessing their effectiveness for reducing food waste at a consumer level as part of the European Green Deal","authors":"Laura Maria Wallnoefer, Oliver Meixner, Petra Riefler","doi":"10.1016/j.foodqual.2024.105253","DOIUrl":"https://doi.org/10.1016/j.foodqual.2024.105253","url":null,"abstract":"<div><p>The frequent misinterpretation of “best before” labels among consumers is linked to substantial amounts of food waste generated in the US and the EU. To counteract this problem, the European Commission plans to revise current regulations of date marking. Among other initiatives, it is considered to use “Look-Smell-Taste” (LST) labels on food packaging, which depict visual cues motivating consumers to engage in sensory food assessments. Against this background, this paper aims to investigate the LST labels’ effectiveness in reducing consumers’ food waste behavior using an online- and a food lab experiment. The studies examine selected date marking options varying in their wording and presence of the LST label with regard to their potential (1) to increase the overdate acceptance and actual product use, as well as (2) to motivate the sensory assessment of dairy products that passed the “best before” date. Findings show that LST labels did not significantly increase the overdate acceptance, the actual use of expired products, or consumers’ engagement in sensory assessment. Participants did however indicate their preference for date marking options with LST labels over text-only options. The paper provides insights into current and future attempts to reduce food waste related to date marking and recommendations for respective revisions as part of the European Green Deal.</p></div>","PeriodicalId":322,"journal":{"name":"Food Quality and Preference","volume":null,"pages":null},"PeriodicalIF":4.9,"publicationDate":"2024-06-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0950329324001551/pdfft?md5=9bfc21de53c3966b3d9b86a58155b2ea&pid=1-s2.0-S0950329324001551-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141479851","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-06-16DOI: 10.1016/j.foodqual.2024.105252
Nikola Tomic, Nada Smigic, Bozidar Udovicki, Ilija Djekic
The aim of this study was to investigate whether drinking cups made of different materials (white polystyrene, crystal-clear polystyrene, paper, Styrofoam, and glass) can influence the response to soft drinks in terms of emotions, acceptance and perception in younger adult consumers. Experiments were conducted with three different groups of university students who (1) participated in the survey on expectations of disposable cups, (2) performed sensory tests on emotional and hedonic responses and (3) evaluated selected sensory characteristics of soft drinks served in the test cups. The characteristics of the cups influenced the overall acceptability of the soft drink, while the flavor acceptability and the perception of flavor intensity were not affected. Compared to the heavier cups, the soft drink served in lighter cups was perceived as more viscous. The soft drink was rated most acceptable when consumed from the glass and least acceptable when tasted from the Styrofoam. The Styrofoam, paper and white polystyrene had an impact on reducing the overall acceptability of the soft drink. The emotional map identified in the study for the consumption of soft drinks from different cups could be related to the sensory characteristics of the cups. Glass can be considered a more acceptable vessel for soft drink consumption compared to disposable cups, while crystal–clear polystyrene is more acceptable than paper, Styrofoam and white/opaque polystyrene. When selecting materials for disposable cups, preference should be given to materials that have similar properties to glass, such as higher weight, low flexibility, low surface graininess and high translucency.
{"title":"Influence of drinking cups of different materials on emotional and acceptance responses, and perception of sensory attributes of soft drinks","authors":"Nikola Tomic, Nada Smigic, Bozidar Udovicki, Ilija Djekic","doi":"10.1016/j.foodqual.2024.105252","DOIUrl":"10.1016/j.foodqual.2024.105252","url":null,"abstract":"<div><p>The aim of this study was to investigate whether drinking cups made of different materials (white polystyrene, crystal-clear polystyrene, paper, Styrofoam, and glass) can influence the response to soft drinks in terms of emotions, acceptance and perception in younger adult consumers. Experiments were conducted with three different groups of university students who (1) participated in the survey on expectations of disposable cups, (2) performed sensory tests on emotional and hedonic responses and (3) evaluated selected sensory characteristics of soft drinks served in the test cups. The characteristics of the cups influenced the overall acceptability of the soft drink, while the flavor acceptability and the perception of flavor intensity were not affected. Compared to the heavier cups, the soft drink served in lighter cups was perceived as more viscous. The soft drink was rated most acceptable when consumed from the glass and least acceptable when tasted from the Styrofoam. The Styrofoam, paper and white polystyrene had an impact on reducing the overall acceptability of the soft drink. The emotional map identified in the study for the consumption of soft drinks from different cups could be related to the sensory characteristics of the cups. Glass can be considered a more acceptable vessel for soft drink consumption compared to disposable cups, while crystal–clear polystyrene is more acceptable than paper, Styrofoam and white/opaque polystyrene. When selecting materials for disposable cups, preference should be given to materials that have similar properties to glass, such as<!--> <!-->higher weight, low flexibility, low surface graininess and high translucency.</p></div>","PeriodicalId":322,"journal":{"name":"Food Quality and Preference","volume":null,"pages":null},"PeriodicalIF":4.9,"publicationDate":"2024-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141404569","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-06-16DOI: 10.1016/j.foodqual.2024.105251
Vanessa Rios de Souza , Richard Popper , Viktor Plamenov , Patti Wojnicz , Juan Martinez
Preference mapping, a well-known set of multivariate statistical techniques, has become widely adopted due to its demonstrated effectiveness as a powerful tool in guiding the development of new products and enhancing existing ones. Recent advancements in open-source software and computational capabilities have introduced a new set of accessible tools with the potential to address limitations associated with traditional methods. This study introduces an alternative algorithm for building predictive models, employing regularized regression in combination with Multivariate Adaptive Regression Spline (MARS). These methods make fewer assumptions about the relationship between predictors and the target and can easily capture complex and non-linear relationships. Additionally, the study presents a robust and systematic alternative approach for calculating optimum profiles and performing simulations. The paper aims to compare this new set of tools, referred to as computational machine learning techniques, with a well-established and widely recognized method − PrefMap based on Partial Least Squares Regression. The primary intention of the comparison between computational machine learning and one example of a traditional approach is not to determine a winning methodology, but rather to enhance awareness and deepen the understanding of this emerging family of models and techniques now available to sensory and consumer scientists. Results are assessed side by side to reveal their similarities and differences in terms of predictive power, drivers of liking, and the optimal profile aspects, and a list of practical considerations is provided at the end, enabling a better understanding of the trade-offs between the two approaches presented here.
{"title":"Traditional preference mapping and computational machine learning techniques: A comparative study of approaches to guide product development","authors":"Vanessa Rios de Souza , Richard Popper , Viktor Plamenov , Patti Wojnicz , Juan Martinez","doi":"10.1016/j.foodqual.2024.105251","DOIUrl":"https://doi.org/10.1016/j.foodqual.2024.105251","url":null,"abstract":"<div><p>Preference mapping, a well-known set of multivariate statistical techniques, has become widely adopted due to its demonstrated effectiveness as a powerful tool in guiding the development of new products and enhancing existing ones. Recent advancements in open-source software and computational capabilities have introduced a new set of accessible tools with the potential to address limitations associated with traditional methods. This study introduces an alternative algorithm for building predictive models, employing regularized regression in combination with Multivariate Adaptive Regression Spline (MARS). These methods make fewer assumptions about the relationship between predictors and the target and can easily capture complex and non-linear relationships. Additionally, the study presents a robust and systematic alternative approach for calculating optimum profiles and performing simulations. The paper aims to compare this new set of tools, referred to as computational machine learning techniques, with a well-established and widely recognized method − PrefMap based on Partial Least Squares Regression. The primary intention of the comparison between computational machine learning and one example of a traditional approach is not to determine a winning methodology, but rather to enhance awareness and deepen the understanding of this emerging family of models and techniques now available to sensory and consumer scientists. Results are assessed side by side to reveal their similarities and differences in terms of predictive power, drivers of liking, and the optimal profile aspects, and a list of practical considerations is provided at the end, enabling a better understanding of the trade-offs between the two approaches presented here.</p></div>","PeriodicalId":322,"journal":{"name":"Food Quality and Preference","volume":null,"pages":null},"PeriodicalIF":4.9,"publicationDate":"2024-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141480211","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-06-14DOI: 10.1016/j.foodqual.2024.105247
Abdullah Al Mamun , Yue Ma , Mohammad Nurul Hassan Reza , Jawaria Ahmad , Hussain Wan Mohd Hirwani Wan , Zhai Lili
This study examined the role of biospheric and altruistic values in shaping pro-environmental beliefs, which can subsequently influence personal norms and lead to more positive attitudes and intentions regarding food waste reduction. Accordingly, the value, belief, and norm (VBN) theory and the theory of planned behavior (TPB) were integrated to develop the research model. Data were collected from 1,042 Chinese individuals. Partial least squares structural equation modeling was employed for data analysis, complemented by multi-group analysis (MGA), to examine gender and education-related differences. Both biospheric and altruistic values have been found to contribute to the strengthening of pro-environmental beliefs. Personal norms are activated directly and indirectly through a causal chain of pro-environmental beliefs regarding food waste reduction. The positive effect of social norms on personal norms, attitudes toward food waste reduction, and food waste reduction intention indicates that individuals in social groups with food waste reduction practices internalize these norms and transform their attitude toward food waste reduction, reinforcing their intention to reduce food waste. Furthermore, the MGA results revealed that significant differences between gender subgroups emerged only for the relationship between biospheric and altruistic values of pro-environmental beliefs and social and personal norms. This study enriches the VBN and TPB frameworks by underlining their applicability and relevance in food waste reduction. Practically, this study guides tailored interventions, policy formulations, and educational campaigns that harness intrinsic motivations and leverage social norms to foster sustainable behavior toward food waste.
{"title":"Predicting attitude and intention to reduce food waste using the environmental values-beliefs-norms model and the theory of planned behavior","authors":"Abdullah Al Mamun , Yue Ma , Mohammad Nurul Hassan Reza , Jawaria Ahmad , Hussain Wan Mohd Hirwani Wan , Zhai Lili","doi":"10.1016/j.foodqual.2024.105247","DOIUrl":"https://doi.org/10.1016/j.foodqual.2024.105247","url":null,"abstract":"<div><p>This study examined the role of biospheric and altruistic values in shaping pro-environmental beliefs, which can subsequently influence personal norms and lead to more positive attitudes and intentions regarding food waste reduction. Accordingly, the value, belief, and norm (VBN) theory and the theory of planned behavior (TPB) were integrated to develop the research model. Data were collected from 1,042 Chinese individuals. Partial least squares structural equation modeling was employed for data analysis, complemented by multi-group analysis (MGA), to examine gender and education-related differences. Both biospheric and altruistic values have been found to contribute to the strengthening of pro-environmental beliefs. Personal norms are activated directly and indirectly through a causal chain of pro-environmental beliefs regarding food waste reduction. The positive effect of social norms on personal norms, attitudes toward food waste reduction, and food waste reduction intention indicates that individuals in social groups with food waste reduction practices internalize these norms and transform their attitude toward food waste reduction, reinforcing their intention to reduce food waste. Furthermore, the MGA results revealed that significant differences between gender subgroups emerged only for the relationship between biospheric and altruistic values of pro-environmental beliefs and social and personal norms. This study enriches the VBN and TPB frameworks by underlining their applicability and relevance in food waste reduction. Practically, this study guides tailored interventions, policy formulations, and educational campaigns that harness intrinsic motivations and leverage social norms to foster sustainable behavior toward food waste.</p></div>","PeriodicalId":322,"journal":{"name":"Food Quality and Preference","volume":null,"pages":null},"PeriodicalIF":5.3,"publicationDate":"2024-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141333039","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-06-07DOI: 10.1016/j.foodqual.2024.105238
Valerie Kilders, Anam Ali
Consumer acceptance of gene edited foods varies significantly, with this variability increasing when consumers learn about the technology and its advantages. Yet, drivers of this heterogeneity remain mostly unclear. Focusing on milk from gene edited cows, we used data from a survey of U.S. consumers to examine the impact that the end-user (i.e., the individual consuming the good) has on purchaser’s (i.e., the person buying the products) preferences and response to information.
We find substantial differences in respondents’ willingness to pay (WTP) depending on who the end-user is, with the impact varying notably depending on whether the gene edited milk is compared with organic or conventional alternatives. We find that while respondents generally show a higher WTP for all milk alternatives when the product is purchased for children, their valuation of gene edited milk differs significantly when contrasted with organic versus conventional milk. Relative to organic milk, the subgroup purchasing for children showed a considerably lower average marginal WTP for gene edited products than those purchasing for themselves or other adults. This contrast was less pronounced when gene edited milk was compared with conventional milk. The subgroup purchasing milk for children also showed the least pronounced difference across respondents who received information versus those that did not. Again, this was particularly the case when looking at the WTP for organic milk. Together our results highlight the importance of considering the purchase context including the end-user in trying to understand purchasers’ preferences and behavior.
{"title":"Understanding the influence of end-users on the acceptance of gene edited foods and sensitivity to information","authors":"Valerie Kilders, Anam Ali","doi":"10.1016/j.foodqual.2024.105238","DOIUrl":"10.1016/j.foodqual.2024.105238","url":null,"abstract":"<div><p>Consumer acceptance of gene edited foods varies significantly, with this variability increasing when consumers learn about the technology and its advantages. Yet, drivers of this heterogeneity remain mostly unclear. Focusing on milk from gene edited cows, we used data from a survey of U.S. consumers to examine the impact that the end-user (i.e., the individual consuming the good) has on purchaser’s (i.e., the person buying the products) preferences and response to information.</p><p>We find substantial differences in respondents’ willingness to pay (WTP) depending on who the end-user is, with the impact varying notably depending on whether the gene edited milk is compared with organic or conventional alternatives. We find that while respondents generally show a higher WTP for all milk alternatives when the product is purchased for children, their valuation of gene edited milk differs significantly when contrasted with organic versus conventional milk. Relative to organic milk, the subgroup purchasing for children showed a considerably lower average marginal WTP for gene edited products than those purchasing for themselves or other adults. This contrast was less pronounced when gene edited milk was compared with conventional milk. The subgroup purchasing milk for children also showed the least pronounced difference across respondents who received information versus those that did not. Again, this was particularly the case when looking at the WTP for organic milk. Together our results highlight the importance of considering the purchase context including the end-user in trying to understand purchasers’ preferences and behavior.</p></div>","PeriodicalId":322,"journal":{"name":"Food Quality and Preference","volume":null,"pages":null},"PeriodicalIF":4.9,"publicationDate":"2024-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141406436","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}