Associations between sugar reduction and sensory acceptance in foodstuffs: Insights from a systematic review and meta-analysis
Asociaciones entre la reducción de azúcar y la aceptación sensorial en los productos alimenticios: Perspectivas de una revisión sistemática y meta-análisis
Karina Erika Eduardo Palomino*; Erick Saldaña
Sensory Analysis and Consumers Study Group, Escuela Profesional de Ingeniería Agroindustrial, Universidad Nacional de Moquegua, Prolongación Calle Ancash s/n, Moquegua, 18001, Perú.
* Autor corresponsal: K. E. Eduardo Palomino [ kari9edupa@gmail.com | https://orcid.org/0009-0009-0102-9343 ]
E. Saldaña [ esaldanav@unam.edu.pe | https://orcid.org/0000-0002-4018-2852 ]
Abstract
Chronic non-communicable diseases are associated with excessive sugar consumption; to reduce the intake of sugar added to food, different strategies have been developed. Product reformulation is an effective method for reducing sugar content in foods immediately; however, reducing sugar in reformulated products can cause technological and sensory problems. Reformulation processes depend on the reduced sugar content and the product, so there are divergent conclusions regarding the sensory and hedonic impact of reducing sugar in foods. This review aimed to carry out a systematic analysis and meta-analysis of publications on sucrose reduction and food acceptance aimed at children and adults to have a global image of the current trend and the quantitative impact of the reduction. Based on the systematic review, sugar reduction and the opinion of adult and child consumers are highlighted in three periods. In addition, key strategies for reducing sugar in foods were identified, such as the use of sugar substitutes in foods, consumer attitudes toward sugar consumption, and the use of food flavors and aromas in specific products to mask the reduction. The meta-analysis showed the significantly negative effect of sugar reduction on product acceptance in adults and children, highlighting the importance of taking consumer opinion into account when reformulating reduced-sugar products. These findings may be useful for researchers, industry, and policymakers when proposing strategies that allow a healthy diet for the population through the reduction of sugar in food without affecting its sensory acceptance.
Keywords: Consumer acceptance; sugar reduction; systematic review; meta-analysis.
Resumen
La ingesta excesiva de azúcar está asociada con la prevalencia de enfermedades crónicas no transmisibles; por esa razón diferentes estrategias han sido desarrolladas para reducir la ingesta de azúcar añadido a los alimentos. La reformulación de productos es una forma eficiente para la reducción inmediata del contenido de azúcar de los alimentos; sin embargo, la reducción de sacarosa trae consigo problemas tecnológicos y sensoriales en los productos reformulados. Los procesos de reformulación dependen del contenido de azúcar reducido y del producto en estudio, por lo que existen conclusiones discrepantes sobre el impacto sensorial y hedónico de la reducción de sacarosa en alimentos. Esta revisión tuvo como objetivo realizar un análisis sistemático y meta-análisis sobre publicaciones en reducción de sacarosa y aceptación de alimentos dirigidos a niños y adultos para tener una imagen global de la tendencia actual y del impacto cuantitativo de la reducción. La revisión sistemática mostró tres períodos donde se destaca la importancia de la reducción de azúcar y la opinión de los consumidores adultos y niños. Asimismo, se identificaron estrategias clave para la reducción de azúcar en alimentos tales como el uso de sustitutos del azúcar en alimentos, actitudes de los consumidores frente al consumo de azúcar y el uso de sabores y aromas alimentarios en productos específicos para enmascarar la reducción. El meta-análisis mostró el efecto significativamente negativo de la reducción de azúcar en la aceptación de productos en adultos y niños, resaltando la importancia de tener en cuenta la opinión del consumidor al momento de reformular productos reducidos en azúcar. Estos hallazgos pueden ser útiles para los investigadores, la industria y para los formuladores de políticas públicas, al plantear estrategias que permitan una alimentación saludable de la población a través de la reducción de azúcar en alimentos sin afectar su aceptación sensorial.
Palabras clave: Aceptación del consumidor; reducción de azúcar; revisión sistemática; meta-análisis.
Nowadays, Chronic Non-Communicable Diseases (NCDs) constitute one of the main health problems worldwide, causing 81% of deaths in Latin America and the Caribbean (PAHO Pan American Health Organization, 2019); Also, 39% of deaths caused by NCDs occur in people under 70 years of age. One of the main behavioral risk factors for NCDs is dietary patterns and a few decades ago the diet shifted from using natural ingredients to consuming ultra-processed foods that contain excessive amounts of sodium, saturated fats, and sugars (Monteiro et al., 2019) generating an unbalanced nutritional profile, high in calories and free sugars which are directly correlated with the prevalence of overweight and obesity (Khan et al., 2019; Mojto et al., 2019).
Currently, it is observed that food systems offer a low availability of healthy foods and a high availability of ultra-processed foods, representing an obstacle to the fulfillment of the Sustainable Development Goals (SDGs) proposed by the United Nations Organization (FAO, 2019) where it seeks to improve people's nutrition by promoting nutritious foods and increasing access to healthy diets.
In this context, the reformulation of food products toward reducing sodium, fat, and sugar content is an efficient strategy to offer healthier, nutritious, and sustainable foods, improving public health and food security worldwide. To complement this strategy of generating healthier foods, the gradual reduction of sugars has stood out in recent years for its potential to offer healthier reformulated foods with reduced sensory and hedonic impacts. (Deliza et al., 2021; Lima et al., 2018; Velázquez et al., 2020, 2021).
Despite the large body of research generated to reduce sugar content in foods, few systematic reviews and meta-analyses show the reformulation process’s impact on the sensory and hedonic quality of reformulated foods. So, this review aims to present, for the first time, a systematic review and meta-analysis of the impact of sugar reduction on sensory acceptance of foodstuffs.
This study has two parts: the first consists of a bibliometric and systematic analysis to contextualize the study and the second is a meta-analysis of selected papers.
2.1 Bibliometric review
2.1.1 Literature search
The scientific papers were collected in May 2023 from the world’s largest database Scopus. A total of 977 papers were retrieved considering the titles, abstracts, and keywords in English with the inductor words: “liking”, “acceptance”, “acceptability”, “hedonic”, “sugar”, “reduction”, “reduced”, “food”, “foodstuffs”, “development”, published up to 2023. Papers not related to sugar reduction, human studies, and product acceptance were manually excluded based on a preliminary reading of titles and abstracts. The final bibliometric list included 207 studies from 1997 to 2023.
2.1.2 Data processing and analysis
The “Bibliometrix” is a package of R software and “VOSviewer” were used for analysis. “Bibliometrix” includes the main bibliometric analysis methods to perform complete scientific mapping analyses (Aria & Cuccurullo, 2017) used to identify the most relevant authors on the topic, author’s countries, articles with the highest number of citations, and word clouds of frequencies. “VOSviewer” is a freely available software for constructing and visualizing graphical representations of bibliometric maps (Van Eck & Waltman, 2010) expressing the co-occurrence matrix as a semantic network to identify patterns and relationships between words.
2.2 Meta-analysis
The five steps considered in this meta-analysis are described in Figure 1, consisting first of identifying the research question, eligibility criteria, study selection, quantitative synthesis, and data synthesis and analysis of results.
Figure 1. Five steps considered for the meta-analysis.
2.2.1 Identifying the research question
The main research question: What are the associations between sugar reduction and the acceptance of foodstuffs?
2.2.2 Databases, search strategy, and inclusion criteria
Of the 207 studies obtained in the bibliometric review, a manual exclusion was performed by reading the full text of the papers. Inclusion criteria were: 1) full text available, 2) sugar reduction and sensory evaluation of products, 3) more than 50 consumers to ensure data consistency, 4) Using a nine-point hedonic scale, and 5) Participants composed of children and adults.
2.2.3 Study selection
The meta-analysis was performed by adults and children. For the meta-analysis in adults, 8 studies with 32 datasets were included, and are shown in Table 1.
For the meta-analysis in children, 4 studies with 25 data were included in Table 2.
2.2.4 Data analysis
The meta-analysis was conducted in R software (version 4.2.3) using the metafor package (Viechtbauer, 2010). The effect of sugar reduction on acceptance was estimated using a fixed-effect model because the studies are homogeneous in terms of design and response variable (hedonic scale).
To assess the degree of variation between effect sizes in the studies considered in the meta-analysis, the heterogeneity of effect sizes was determined based on the Q statistic and I2 statistic (Cheung, 2019).
The bibliometric systematic review included 207 papers, and the meta-analysis of products targeting adults and children included 12 articles (Figure 2).
Figure 2. Flowchart used to search and select papers for bibliometric systematic review and meta-analysis, adapted from the PRISMA (Page et al., 2021).
Table 1
Studies included on meta-analysis in adults
Product | Hedonic scale | Participants | References |
Ice cream | nine-point | 100 | (Da Silva Faresin et al., 2022) |
Yogurt | nine-point | 121 | (De Souza et al., 2021) |
Chocolate | nine-point | 72 | (Khemacheevakul et al., 2021) |
Strawberry Yogurt | nine-point | 53 | (Torrico et al., 2020) |
Strawberry-flavored Yogurt | nine-point | 55 | (Torrico et al., 2019) |
Grape nectar | nine-point | 100 | (Lima et al., 2018) |
Orange nectar | nine-point | 100 | (Pineli et al., 2016) |
Strawberry yogurt | nine-point | 192 | (Chollet et al., 2013) |
Coffee yogurt | nine-point | 197 | (Chollet et al., 2013) |
Table 2
Studies included on meta-analysis in children
Product | Hedonic scale | Participants | References |
Dairy desserts | nine-point | 110 (6-13 years) | (Laura Velázquez et al., 2023) |
Vanilla milk desserts | nine-point | 55 | (Velázquez et al., 2020) |
Grape nectar | nine-point | 73 | (Lima et al., 2019) |
Grape nectar | nine-point | 105 | (Lima et al., 2018) |
3.1 Bibliometric Review
3.1.1 Research on sugar reduction
Two hundred and seven papers on reduced sugar were retrieved from the Scopus database, ten countries with the highest number of publications on the subject are Brazil, USA, India, China, Australia, Spain, UK, South Korea, Uruguay, and Switzerland with 122, 82, 61, 59, 48, 48, 41, 31, 30 and 27 papers respectively (Figure 3). The most relevant authors are Ares with 9 articles, Deliza with 6 articles, Drake and Rohm with 5 articles each, and Bernal with 4 articles. The number of citations is an indicator used to evaluate the quality and impact of a scientific paper. Table 3 shows the 10 articles with the highest number of citations.
Figure 3. Countries scientific production.
Table 3
The top 10 papers with the highest number of citations
Authors | Tittle | Journals | Citations |
Ronda et al., 2005
| Effects of polyols and nondigestible oligosaccharides on the quality of sugar-free sponge | Food Chemistry | 168 |
Sokmen & Gunes, 2006 | Influence of some bulk sweeteners on rheological properties of chocolate | LWT | 132 |
Miras et al., 2012 | Gastric bypass surgery for obesity decreases the reward value of a sweet-fat stimulus as assessed in a progressive ratio task123 | The American Journal of Clinical Nutrition | 124 |
Zoulias et al., 2002 | Effect of fat and sugar replacement on cookie properties | Journal of the Science of Food and Agriculture | 106 |
Sacchetti et al., 2001 | Sucrose–salt combined effects on mass transfer kinetics and product acceptability. Study on apple osmotic treatments | Journal of Food Engineering | 101 |
Magnus et al., 2009 | The cost-effectiveness of removing television advertising of high-fat and/or high-sugar food and beverages to Australian children | International Journal of Obesity | 90 |
Belščak-Cvitanović et al., 2015 | Physical, bioactive and sensory quality parameters of reduced sugar chocolates formulated with natural sweeteners as sucrose alternatives | Food Chemistry | 83 |
Cadena et al., 2012 | Reduced fat and sugar vanilla ice creams: Sensory profiling and external preference mapping | Journal of Dairy Science | 83 |
Tijssen et al., 2017
| Why a ‘light’ product package should not be light blue: Effects of package colour on perceived healthiness and attractiveness of sugar- and fat-reduced products | Food Quality and Preference | 74 |
Oliveira et al., 2015 | Sugar reduction in probiotic chocolate-flavored milk: Impact on dynamic sensory profile and liking | Food Research International | 74 |
From the temporal point of view, Figure 4 shows word clouds on sugar reduction in temporal clusters.
Figure 4. Word clouds of the topics identified from titles, abstracts, and keywords (Scopus,1997 to 2023).
The first cluster lasted from 1997 to 2007 (Figure 4a), showing that papers were focused on instrumental approaches used to study the impact of sugar substitution and reduction. In the second cluster between 2008 and 2018, researchers used low-caloric carbohydrates and sensory science to study products added of inulin coupling with sugar reductions (Figure 4b). Finally, in the last cluster, between 2019 and 2023, the focus on sugar reduction was consumer sensory evaluation and sensory acceptance (Figure 4c). The scientific community tends to focus on reducing the amount of sugar in food products and its impact on consumer perception.
3.1.2 Co-occurrence networks analysis
To explore the relationship between the keywords in the publications, the minimum number of keyword occurrences in the publications was set at 7. From 1735 keywords retrieved from 1997 to 2013, only 79 keywords reached the threshold.
The publications have been grouped into four clusters (Figure 5). The first cluster of red color with 33 items groups words related to sugar reduction in foods, using substitutes such as sucralose, inulin, and stevia, as well as sensory analysis and flavor perception in some bakery products such as chocolates and yogurts, indicating how these substitutes impact on the sensory perception of products.
Figure 5. co-occurrence networks of high-frequency keywords along 1997-2023.
With 23 items displayed in green color, the second cluster shows the relationship between sugar consumption and consumer attitudes among different demographic groups including men, women, adolescents, and young adults. It was also found that taste and food consumption were related to obesity and sugar consumption. As shown in the third cluster of blue color with 15 items, sugar, controlled studies, and sweetening agents are the central themes. The fourth cluster with 8 items showed developments in flavors and aromas for dairy and starch products as well as consumer and animal sensory preferences and behaviors.
Co-occurrence networks displayed in Figure 6 indicate that the most frequent words occur between 2016 and 2019. Topics related to cocoa, milk, and food behavior are prominent in 2016, while sugar reduction is highlighted more recently (yellow color) with a large node size, indicating its global importance.
Despite the global trends shown in the bibliometric analysis, inferential analyzes are necessary to efficiently establish the impact of sugar reduction on consumer acceptance of food. For this reason, in the following section, the effect of sugar reduction on the sensory acceptance of products aimed at children and adults is shown using a meta-analytic perspective.
3.2 Meta-analysis
3.2.1 Overall effect on adults
A total of 32 datasets from 8 papers were analyzed to examine the relationship between sugar reduction and the acceptance of adult-targeted food products. The forest plot shown in Figure 7 shows a slight effect (0.018) but still significant (-3.9814) of sugar reduction on acceptance. The individual effects increase as the percentage of sugar reduction increases, reducing concomitantly the acceptability of the product.
The heterogeneity of estimation was not significant (Q=7.8603, I2= 0.00%), indicating that sugar reduction and product acceptance are consistent across the studies without impacting the effect. In addition, the fixed model showed low values of Akaike Information Criterion (AIC) = 53.90, Bayesian Information Criterion (BIC)=55.36, and Corrected Akaike Information Criterion (AICc) =54.03, indicating a good model fit.
Figure 6. The timeline of the co-occurrence networks during 1997-2013.
Figure 7. Random effects model to adults.
3.2.2 Overall effect on children
The relationship between sugar reduction and the degree of acceptance of children-targeted food products was measured based on 25 datasets from 4 studies. The forest plot shows a small significant effect of 0.030 with a negative coefficient (-3.4727) meaning that when the reduction of sugar increase, the acceptance decrease (Figure 8).
The heterogeneity of data was not significant (Q=6.1765, I2= 0.00%), allowing us to estimate the impact of sugar reduction on product acceptance consistently across the papers. This fixed model shows adequate values for some criteria of model goodness: AIC=39.19, BIC=40.40, and AICc=39.36.
It is necessary to emphasize the prominence of consu-mer opinion in the sugar reduction process since any change would be useless if the product is rejected by the consumer. It is commendable to include school-age children in sensory studies since they are the ones who decide what to eat. However, more evidence is needed in South American countries other than Argentina, Uruguay, and Brazil that allow generating Pan-American policies to reduce sugar consumption through the reduction of sugar added to the product.
Figure 8. Random effects model in Children.
According to the bibliometric review, sugar reduction is becoming increasingly important for product development and consumer science, which now includes children’s perception. According to the meta-analysis, the reduction of sugar significantly decreased the acceptance of targeted foods for children and adults. For these reasons, more research should be done to improve the sensory performance of reduced-sugar products.
Acknowledgments
This review was conducted in the framework “semillero de investigación - Andean Golden Seeds” funded by the Universidad Nacional de Moquegua (Resolución de Comisión Organizadora N° 638-2022-UNAM). This study is also part of the self-financed project "“Barreras para una alimentación saludable en niños de edad escolar en el sur del Perú”" registered and approved by the Direction of Innovation, and Technology Transfer of the Universidad Nacional de Moquegua (INFORME Nº 0052-2022-UPII-DITT-VPI/UNAM).
References
Aria, M., & Cuccurullo, C. (2017). bibliometrix: An R-tool for comprehensive science mapping analysis. Journal of Informetrics, 11(4), 959–975. https://doi.org/10.1016/j.joi.2017.08.007
Belščak-Cvitanović, A., Komes, D., Dujmović, M., Karlović, S., Biškić, M., Brnčić, M., & Ježek, D. (2015). Physical, bioactive and sensory quality parameters of reduced sugar chocolates formulated with natural sweeteners as sucrose alternatives. Food Chemistry, 167, 61–70. https://doi.org/10.1016/j.foodchem.2014.06.064
Cadena, R. S., Cruz, A. G., Faria, J. A. F., & Bolini, H. M. A. (2012). Reduced fat and sugar vanilla ice creams: Sensory profiling and external preference mapping. Journal of Dairy Science, 95(9), 4842–4850. https://doi.org/10.3168/jds.2012-5526
Cheung, M. W.-L. (2019). A Guide to Conducting a Meta-Analysis with Non-Independent Effect Sizes. Neuropsychology Review, 29(4), 387–396. https://doi.org/10.1007/s11065-019-09415-6
Chollet, M., Gille, D., Schmid, A., Walther, B., & Piccinali, P. (2013). Acceptance of sugar reduction in flavored yogurt. Journal of Dairy Science, 96(9), 5501–5511. https://doi.org/10.3168/jds.2013-6610
Da Silva Faresin, L., Devos, R. J. B., Reinehr, C. O., & Colla, L. M. (2022). Development of ice cream with reduction of sugar and fat by the addition of inulin, Spirulina platensis or phycocyanin. International Journal of Gastronomy and Food Science, 27, 100445. https://doi.org/10.1016/j.ijgfs.2021.100445
De Souza, L. B. A., Pinto, V. R. A., Nascimento, L. G. L., Stephani, R., de Carvalho, A. F., & Perrone, Í. T. (2021). Low-sugar strawberry yogurt: Hedonic thresholds and expectations. Journal of Sensory Studies, 36(3). https://doi.org/10.1111/joss.12643
Deliza, R., Lima, M. F., & Ares, G. (2021). Rethinking sugar reduction in processed foods. Current Opinion in Food Science, 40, 58–66. https://doi.org/10.1016/j.cofs.2021.01.010
FAO. (2019). The state of food and agriculture. 2019, Moving forward on food loss and waste reduction.
Khan, T. A., Tayyiba, M., Agarwal, A., Mejia, S. B., de Souza, R. J., Wolever, T. M. S., Leiter, L. A., Kendall, C. W. C., Jenkins, D. J. A., & Sievenpiper, J. L. (2019). Relation of Total Sugars, Sucrose, Fructose, and Added Sugars With the Risk of Cardiovascular Disease: A Systematic Review and Dose-Response Meta-analysis of Prospective Cohort Studies. Mayo Clinic Proceedings, 94(12), 2399–2414. https://doi.org/10.1016/j.mayocp.2019.05.034
Khemacheevakul, K., Wolodko, J., Nguyen, H., & Wismer, W. (2021). Temporal sensory perceptions of sugar-reduced 3D printed chocolates. Foods, 10(9). https://doi.org/10.3390/foods10092082
Laura Velázquez, A., Vidal, L., Antúnez, L., Alcaire, F., Varela, P., & Ares, G. (2023). Children’s reaction to sugar reduced dairy desserts in the context of the implementation of nutritional warning labels: An exploratory study. Food Research International, 113001. https://doi.org/10.1016/j.foodres.2023.113001
Lima, M., Ares, G., & Deliza, R. (2018). Children and adults’ sensory and hedonic perception of added sugar reduction in grape nectar. Journal of Sensory Studies, 33(2), e12317. https://doi.org/https://doi.org/10.1111/joss.12317
Lima, M., Ares, G., & Deliza, R. (2019). Comparison of two sugar reduction strategies with children: Case study with grape nectars. Food Quality and Preference, 71, 163–167. https://doi.org/10.1016/j.foodqual.2018.07.002
Magnus, A., Haby, M. M., Carter, R., & Swinburn, B. (2009). The cost-effectiveness of removing television advertising of high-fat and/or high-sugar food and beverages to Australian children. International Journal of Obesity, 33(10), 1094–1102. https://doi.org/10.1038/ijo.2009.156
Miras, A. D., Jackson, R. N., Jackson, S. N., Goldstone, A. P., Olbers, T., Hackenberg, T., Spector, A. C., & le Roux, C. W. (2012). Gastric bypass surgery for obesity decreases the reward value of a sweet-fat stimulus as assessed in a progressive ratio task123. The American Journal of Clinical Nutrition, 96(3), 467–473. https://doi.org/10.3945/ajcn.112.036921
Mojto, V., Singh, R. B., Gvozdjakova, A., Mojtová, M., Kucharská, J., Jaglan, P., Vančová, O., & Takahashi, T. (2019). Chapter 17 - Dietary Sugar Intake and Risk of Noncommunicable Diseases. In R. B. Singh, R. R. Watson, & T. Takahashi (Eds.), The Role of Functional Food Security in Global Health (pp. 287–299). Academic Press. https://doi.org/10.1016/B978-0-12-813148-0.00017-7
Monteiro, C. A., Cannon, G., Levy, R. B., Moubarac, J.-C., Louzada, M. L. C., Rauber, F., Khandpur, N., Cediel, G., Neri, D., Martinez-Steele, E., Baraldi, L. G., & Jaime, P. C. (2019). Ultra-processed foods: what they are and how to identify them. Public Health Nutrition, 22(5), 936–941. https://doi.org/10.1017/S1368980018003762
Oliveira, D., Antúnez, L., Giménez, A., Castura, J. C., Deliza, R., & Ares, G. (2015). Sugar reduction in probiotic chocolate-flavored milk: Impact on dynamic sensory profile and liking. Food Research International, 75, 148–156. https://doi.org/10.1016/j.foodres.2015.05.050
Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., Chou, R., Glanville, J., Grimshaw, J. M., Hróbjartsson, A., Lalu, M. M., Li, T., Loder, E. W., Mayo-Wilson, E., McDonald, S., … Moher, D. (2021). The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. International Journal of Surgery, 88, 105906. https://doi.org/10.1016/j.ijsu.2021.105906
PAHO Pan American Health Organization. (2019). NCDs at a glance: Noncommunicable disease mortality and prevalence of their risk factors in the Region of the Americas. https://iris.paho.org/handle/10665.2/51752
Pineli, L. de L. de O., Aguiar, L. A. de Fiusa, A., Botelho, R. B. de A., Zandonadi, R. P., & Melo, L. (2016). Sensory impact of lowering sugar content in orange nectars to design healthier, low-sugar industrialized beverages. Appetite, 96, 239–244. https://doi.org/10.1016/j.appet.2015.09.028
Ronda, F., Gómez, M., Blanco, C. A., & Caballero, P. A. (2005). Effects of polyols and nondigestible oligosaccharides on the quality of sugar-free sponge cakes. Food Chemistry, 90(4), 549–555. https://doi.org/10.1016/j.foodchem.2004.05.023
Sacchetti, G., Gianotti, A., & Dalla Rosa, M. (2001). Sucrose–salt combined effects on mass transfer kinetics and product acceptability. Study on apple osmotic treatments. Journal of Food Engineering, 49(2), 163–173. https://doi.org/10.1016/S0260-8774(00)00206-5
Sokmen, A., & Gunes, G. (2006). Influence of some bulk sweeteners on rheological properties of chocolate. LWT - Food Science and Technology, 39(10), 1053–1058. https://doi.org/10.1016/j.lwt.2006.03.002
Tijssen, I., Zandstra, E. H., de Graaf, C., & Jager, G. (2017). Why a ‘light’ product package should not be light blue: Effects of package colour on perceived healthiness and attractiveness of sugar- and fat-reduced products. Food Quality and Preference, 59, 46–58. https://doi.org/10.1016/j.foodqual.2017.01.019
Torrico, D. D., Tam, J., Fuentes, S., Gonzalez Viejo, C., & Dunshea, F. R. (2020). Consumer rejection threshold, acceptability rates, physicochemical properties, and shelf-life of strawberry-flavored yogurts with reductions of sugar. Journal of the Science of Food and Agriculture, 100(7), 3024–3035. https://doi.org/10.1002/jsfa.10333
Torrico, D. D., Tam, J., Fuentes, S., Viejo, C. G., & Dunshea, F. R. (2019). D-tagatose as a sucrose substitute and its effect on the physico-chemical properties and acceptability of strawberry-flavored yogurt. Foods, 8(7). https://doi.org/10.3390/foods8070256
Van Eck, N. J., & Waltman, L. (2010). Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics, 84(2), 523–538. https://doi.org/10.1007/s11192-009-0146-3
Velázquez, A. L., Vidal, L., Varela, P., & Ares, G. (2020). Cross-modal interactions as a strategy for sugar reduction in products targeted at children: Case study with vanilla milk desserts. Food Research International, 130. https://doi.org/10.1016/j.foodres.2019.108920
Velázquez, A. L., Vidal, L., Varela, P., & Ares, G. (2021). Sugar reduction in products targeted at children: Why are we not there yet? Journal of Sensory Studies, 36(4). https://doi.org/10.1111/joss.12666
Viechtbauer, W. (2010). Conducting Meta-Analyses in R with the metafor Package. In JSS Journal of Statistical Software (Vol. 36). http://www.jstatsoft.org/
Zoulias, E. I., Oreopoulou, V., & Kounalaki, E. (2002). Effect of fat and sugar replacement on cookie properties. Journal of the Science of Food and Agriculture, 82(14), 1637–1644. https://doi.org/https://doi.org/10.1002/jsfa.1230