Consumer Perception and Sensory Drivers of Liking of Fortified Oat Milks
Abstract
:1. Introduction
2. Materials and Methods
2.1. Preliminary Screening and Formulation of β-Glucan and Protein Levels
2.1.1. Sample Preparation
2.1.2. Screening Panel
2.2. Consumer Sensory Panel Evaluation of Oat Milks
2.2.1. Consumer Panelist Recruitment
2.2.2. Selected Formulations and Sample Presentation
2.2.3. Sensory Test Methods and Questionnaire
2.3. Conjoint Analysis
2.4. Data Analyses
3. Results and Discussion
3.1. Demographics
3.2. Free Word Analysis
3.3. Overall Liking of Oat Milks, Just-about-Right, and Penalty Analysis
3.4. Check-All-That-Apply and Multi-Factor Analysis
3.5. Conjoint Analysis
4. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Rasch, C. Dairy & Egg Alternatives: Plant-Based & Animal-Free Products, 2nd ed.; Packaged Facts: Rockville, MD, USA, 2022. [Google Scholar]
- Nawaz, M.A.; Tan, M.; Øiseth, S.; Buckow, R. An Emerging Segment of Functional Legume-Based Beverages: A Review. Food Rev. Int. 2020, 38, 1064–1102. [Google Scholar] [CrossRef]
- Zhang, Y.Y.; Hughes, J.; Grafenauer, S. Got Mylk? The Emerging Role of Australian Plant-Based Milk Alternatives as A Cow’s Milk Substitute. Nutrients 2020, 12, 1254. [Google Scholar] [PubMed]
- Fructuoso, I.; Romão, B.; Han, H.; Raposo, A.; Ariza-Montes, A.; Araya-Castillo, L.; Zandonadi, R.P. An Overview on Nutritional Aspects of Plant-Based Beverages Used as Substitutes for Cow’s Milk. Nutrients 2021, 13, 2650. [Google Scholar] [CrossRef] [PubMed]
- Sethi, S.; Tyagi, S.K.; Anurag, R.K. Plant-Based Milk Alternatives an Emerging Segment of Functional Beverages: A Review. J. Food Sci. Technol. 2016, 53, 3408–3423. [Google Scholar] [CrossRef] [PubMed]
- Walji, A. A Year of Innovation in Plant-Based Drinks, Yogurts & Ice Cream, 2023; Mintel Group Ltd.: London, UK, 2023. [Google Scholar]
- Rasane, P.; Jha, A.; Sabikhi, L.; Kumar, A.; Unnikrishnan, V.S. Nutritional Advantages of Oats and Opportunities for Its Processing as Value Added Foods—A Review. J. Food Sci. Technol. 2015, 52, 662–675. [Google Scholar] [CrossRef]
- Mäkinen, O.E.; Sozer, N.; Ercili-Cura, D.; Poutanen, K. Protein From Oat: Structure, Processes, Functionality, and Nutrition. In Sustainable Protein Sources; Elsevier Inc.: Amsterdam, The Netherlands, 2016; pp. 105–119. ISBN 9780128027769. [Google Scholar]
- Collard, K.M.; McCormick, D.P. A Nutritional Comparison of Cow’s Milk and Alternative Milk Products. Acad. Pediatr. 2021, 21, 1067–1069. [Google Scholar] [CrossRef]
- Daou, C.; Zhang, H. Oat Beta-Glucan: Its Role in Health Promotion and Prevention of Diseases. Compr. Rev. Food Sci. Food Saf. 2012, 11, 355–365. [Google Scholar] [CrossRef]
- Skendi, A.; Biliaderis, C.G.; Lazaridou, A.; Izydorczyk, M.S. Structure and Rheological Properties of Water Soluble β-Glucans from Oat Cultivars of Avena Sativa and Avena Bysantina. J. Cereal Sci. 2003, 38, 15–31. [Google Scholar] [CrossRef]
- FDA U.S Food and Drug Administration. Available online: https://www.accessdata.fda.gov/scripts/cdrh/cfdocs/cfcfr/cfrsearch.cfm?fr=101.81 (accessed on 3 February 2022).
- Health Canada. Available online: https://www.canada.ca/content/dam/hc-sc/migration/hc-sc/fn-an/alt_formats/pdf/label-etiquet/claims-reclam/assess-evalu/oat_avoine-eng.pdf (accessed on 3 February 2023).
- Huang, K.; Zhang, S.; Guan, X.; Li, C.; Li, S.; Liu, Y.; Shi, J. Effect of the Oat β-Glucan on the Development of Functional Quinoa (Chenopodium Quinoa Wild) Milk. Food Chem. 2021, 349, 129201. [Google Scholar] [CrossRef]
- EFSA Panel on Dietetic Products, Nutrition and Allergies (NDA). Scientific Opinion on the Substantiation of Health Claims Related to Beta-Glucans from Oats and Barley and Maintenance of Normal Blood LDL-Cholesterol Concentrations (ID 1236, 1299), Increase in Satiety Leading to a Reduction in Energy Intake (ID 851, 852), Reduction of Post-Prandial Glycaemic Responses (ID 821, 824), and “Digestive Function” (ID 850) Pursuant to Article 13(1) of Regulation (EC) No 1924/2006. EFSA J. 2011, 9, 2207. [Google Scholar]
- Biörklund, M.; Van Rees, A.; Mensink, R.P.; Onning, G. Changes in Serum Lipids and Postprandial Glucose and Insulin Concentrations after Consumption of Beverages with B-Glucans from Oats or Barley: A Randomised Dose-Controlled Trial. Eur. J. Clin. Nutr. 2005, 59, 1272–1281. [Google Scholar] [CrossRef] [PubMed]
- Srivastava, N. Patent Insights: Beta Glucan as Functional Food Component; Packaged Facts: Rockville, MD, USA, 2020. [Google Scholar]
- Srivastava, N. Patent Insights: Nutrition and Gut Health for Immunity; Packaged Facts: Rockville, MD, USA, 2023. [Google Scholar]
- Angelov, A.; Yaneva-Marinova, T.; Gotcheva, V. Oats as a Matrix of Choice for Developing Fermented Functional Beverages. J. Food Sci. Technol. 2018, 55, 2351–2360. [Google Scholar] [CrossRef] [PubMed]
- Vasquez-Orejarena, E.; Simons, C.T.; Litchfield, J.H.; Alvarez, V.B. Functional Properties of a High Protein Beverage Stabilized with Oat-β-Glucan. J. Food Sci. 2018, 83, 1360–1365. [Google Scholar] [CrossRef]
- Gorman, M.; Knowles, S.; Falkeisen, A.; Barker, S.; Moss, R.; McSweeney, M.B. Consumer Perception of Milk and Plant-Based Alternatives Added to Coffee. Beverages 2021, 7, 80. [Google Scholar] [CrossRef]
- Pastre, T. Beverage Market Outlook 2022: Inflation, Supply Chains, & Trends in Beverage Consumption; Packaged Facts: Rockville, MD, USA, 2022; pp. 172–200. [Google Scholar]
- Zhou, S.; Jia, Q.; Cui, L.; Dai, Y.; Li, R.; Tang, J.; Lu, J. Physical–Chemical and Sensory Quality of Oat Milk Produced Using Different Cultivars. Foods 2023, 12, 1165. [Google Scholar] [CrossRef] [PubMed]
- ISO 8589:2007(E); Sensory Analysis—General Guidelines for the Design of Test Rooms. 2nd ed. International Organization for Standardization: Geneva, Switzerland, 2007.
- Wan, W.; Xu, B. Development of an Orange Juice Beverage Formulated with Oat Beta-Glucan and Whey Protein Isolate. J. Sci. Food Agric. 2018, 98, 4685–4691. [Google Scholar] [CrossRef]
- Oliveira, D.; Deliza, R. Comparison of Consumer-Based Methodologies for Optimizing the Development of New Products: A Case Study with Probiotic Chocolate Flavored Milk. Food Sci. Technol. Int. 2021, 27, 539–553. [Google Scholar] [CrossRef]
- Lawless, H.T.; Heymann, H. Sensory Evaluation of Food: Principles and Practices, 2nd ed.; Springer: New York, NY, USA, 2010; pp. 325–344. [Google Scholar]
- Neville, M.; Tarrega, A.; Hewson, L.; Foster, T. Consumer-Orientated Development of Hybrid Beef Burger and Sausage Analogues. Food Sci. Nutr. 2017, 5, 852–864. [Google Scholar] [CrossRef]
- Almli, V.L.; Næs, T. Conjoint Analysis in Sensory and Consumer Science: Principles, Applications, and Future Perspectives. In Methods in Consumer Research, Volume 1: New Approaches to Classic Methods; Elsevier: Amsterdam, The Netherlands, 2018; Volume 1, pp. 485–529. [Google Scholar]
- Moss, R.; Barker, S.; Falkeisen, A.; Gorman, M.; Knowles, S.; McSweeney, M.B. An Investigation into Consumer Perception and Attitudes towards Plant-Based Alternatives to Milk. Food Res. Int. 2022, 159, 111648. [Google Scholar] [CrossRef]
- Ares, G.; Barreiro, C.; Deliza, R.; Giménez, A.; Gámbaro, A. Application of a Check-All-That-Apply Question to the Development of Chocolate Milk Desserts. J. Sens. Stud. 2010, 25, 67–86. [Google Scholar] [CrossRef]
- Multiple Factor Analysis (MFA) Statistical Software for Excel. Available online: https://www.xlstat.com/en/solutions/features/multiple-factor-analysis-mfa (accessed on 10 February 2023).
- Waxman, H. Dairy and Dairy Alternative Beverages Trends in the U.S., 4th ed.; Packaged Facts: Rockville, MD, USA, 2017; pp. 106–152. [Google Scholar]
- Vaikma, H.; Kaleda, A.; Rosend, J.; Rosenvald, S. Market Mapping of Plant-Based Milk Alternatives by Using Sensory (RATA) and GC Analysis. Future Foods 2021, 4, 100049. [Google Scholar] [CrossRef]
- Sridhar, K.; Bouhallab, S.; Croguennec, T.; Renard, D.; Lechevalier, V. Recent Trends in Design of Healthier Plant-Based Alternatives: Nutritional Profile, Gastrointestinal Digestion, and Consumer Perception. Crit. Rev. Food Sci. Nutr. 2022, 1–16. [Google Scholar] [CrossRef] [PubMed]
- International Food Information Council. 2022 Food and Health Survey. Available online: https://foodinsight.org/2022-food-and-health-survey/ (accessed on 24 October 2023).
- Hovardas, T.; Korfiatis, K.J. Word Associations as a Tool for Assessing Conceptual Change in Science Education. Learn Instr. 2006, 16, 416–432. [Google Scholar] [CrossRef]
- Ares, G.; Giménez, A.; Gámbaro, A. Understanding Consumers’ Perception of Conventional and Functional Yogurts Using Word Association and Hard Laddering. Food Qual. Prefer. 2008, 19, 636–643. [Google Scholar] [CrossRef]
- Roininen, K.; Arvola, A.; Lähteenmäki, L. Exploring Consumers’ Perceptions of Local Food with Two Different Qualitative Techniques: Laddering and Word Association. Food Qual. Prefer. 2006, 17, 20–30. [Google Scholar] [CrossRef]
- Erdem, T.; Swait, J. Brand Credibility, Brand Consideration, and Choice. J. Consum. Res. 2004, 31, 191–198. [Google Scholar] [CrossRef]
- Paries, M.; Bougeard, S.; Vigneau, E. Multivariate Analysis of Just-About-Right Data with Optimal Scaling Approach. Food Qual. Prefer. 2022, 102, 104681. [Google Scholar] [CrossRef]
- Iserliyska, D.; Dzhivoderova, M.; Nikovska, K. Application of penalty analysis to interpret jar data—A case study on orange juices. Curr. Trends Nat. Sci. 2017, 6, 6–12. [Google Scholar]
- Khorshidian, N.; Yousefi, M.; Shadnoush, M.; Mortazavian, A.M. An Overview of β-Glucan Functionality in Dairy Products. Curr. Nutr. Food Sci. 2018, 14, 280–292. [Google Scholar] [CrossRef]
- Yang, Z.; Xie, C.; Bao, Y.; Liu, F.; Wang, H.; Wang, Y. Oat: Current State and Challenges in Plant-Based Food Applications. Trends Food Sci. Technol. 2023, 134, 56–71. [Google Scholar] [CrossRef]
- McClements, D.J. Development of Next-Generation Nutritionally Fortified Plant-Based Milk Substitutes: Structural Design Principles. Foods 2020, 9, 421. [Google Scholar] [CrossRef]
- Kumar, L.; Sehrawat, R.; Kong, Y. Oat Proteins: A Perspective on Functional Properties. LWT 2021, 152, 112307. [Google Scholar] [CrossRef]
- Matta, Z.; Chambers IV, E.; Garcia, J.M.; Helverson, J.M.G. Sensory Characteristics of Beverages Prepared with Commercial Thickeners Used for Dysphagia Diets. J. Am. Diet Assoc. 2006, 106, 1049–1054. [Google Scholar] [CrossRef] [PubMed]
- Paul, A.A.; Kumar, S.; Kumar, V.; Sharma, R. Milk Analog: Plant Based Alternatives to Conventional Milk, Production, Potential and Health Concerns. Crit. Rev. Food Sci. Nut. 2019, 60, 3005–3023. [Google Scholar] [CrossRef]
- Abdi, H.; Williams, L.J.; Valentin, D. Multiple Factor Analysis: Principal Component Analysis for Multitable and Multiblock Data Sets. Wiley Interdiscip. Rev. Comput. Stat. 2013, 5, 149–179. [Google Scholar] [CrossRef]
- Corvera-Paredes, B.; Sánchez-Reséndiz, A.I.; Medina, D.I.; Espiricueta-Candelaria, R.S.; Serna-Saldívar, S.; Chuck-Hernández, C. Soft Tribology and Its Relationship With the Sensory Perception in Dairy Products: A Review. Front. Nutr. 2022, 9, 874763. [Google Scholar] [CrossRef]
- McGorrin, R.J. Key Aroma Compounds in Oats and Oat Cereals. J. Agric. Food Chem. 2019, 67, 13778–13789. [Google Scholar] [CrossRef]
- Ares, G.; Giménez, A.; Gámbaro, A. Consumer Perceived Healthiness and Willingness to Try Functional Milk Desserts. Influence of Ingredient, Ingredient Name and Health Claim. Food Qual. Prefer. 2009, 20, 50–56. [Google Scholar] [CrossRef]
- Baker, M.T.; Lu, P.; Parrella, J.A.; Leggette, H.R. Consumer Acceptance toward Functional Foods: A Scoping Review. Int. J. Environ. Res. Public Health 2022, 19, 1217. [Google Scholar] [CrossRef] [PubMed]
- Cardello, A.V.; Llobell, F.; Giacalone, D.; Roigard, C.M.; Jaeger, S.R. Plant-Based Alternatives vs. Dairy Milk: Consumer Segments and Their Sensory, Emotional, Cognitive and Situational Use Responses to Tasted Products. Food Qual. Prefer. 2022, 100, 104599. [Google Scholar] [CrossRef]
Ingredient | 0Pro/C0Pro (g) | LPro/CLPro (g) | HPro/CHPro (g) |
---|---|---|---|
Oat milk | 868.75 | 853.52 | 838.30 |
β-glucan | 6.25 | 6.25 | 6.25 |
Protein | 0.00 | 15.23 | 30.45 |
Water | 125.00 | 125.00 | 125.00 |
Categories | Levels | |
---|---|---|
Protein Source | Level of Protein | Level of β glucan |
Dairy | Equal to cow’s milk (8 g/serving) | More than recommended (>3 g/day) |
Oats | More than cow’s milk (>8 g/serving) | Same as recommended (3 g/day) |
Number of Participants (%) | |
---|---|
Sex | |
Female | 74 (69.81) |
Male | 30 (28.30) |
Other | 2 (1.89) |
Age range | |
18–24 years | 81 (76.42) |
25–34 years | 20 (18.87) |
35 and older | 5 (4.72) |
Level of education | |
Some or completed high school | 5 (4.72) |
Some or completed College, Technical, University | 66 (62.26) |
Some or completed Post-Graduate Degree | 35 (33.02) |
Frequency of oat milk consumption | |
Almost daily | 26 (24.53) |
Once per week | 21 (19.81) |
2–4 times per week | 21 (19.81) |
1–3 times a month | 33 (31.13) |
Never 1 | 5 (4.72) |
Forms of oat milk consumed 1,2 | |
Unsweetened | 56 (52.83) |
Original | 68 (64.15) |
Unsweetened vanilla | 24 (22.64) |
Vanilla | 36 (33.96) |
Chocolate | 28 (26.42) |
Oat barista edition | 23 (21.70) |
Oat nog | 9 (8.49) |
Organic oat milk | 10 (9.43) |
Cinnamon | 3 (2.83) |
Strawberry and banana | 2 (1.89) |
Oat milk brands used 1,2 | |
Oatly | 21 (19.81) |
Earth’s own | 63 (59.43) |
Planet Oat | 10 (9.43) |
Silk | 70 (66.04) |
Califa | 8 (7.55) |
Chobani | 9 (8.49) |
Simple beverage | 6(5.66) |
Oat milk uses 1,2 | |
Alternative for dairy milk | 82 (77.36) |
As coffee creamer | 60 (56.60) |
Base for smoothie and shakes | 52 (49.06) |
As an ingredient for dishes or baked goods | 34 (32.08) |
Use for overnight oats or breakfast cereals | 53 (50) |
Category | Examples of Most Relevant Terms | * Percentage of Mention (n = 424) |
---|---|---|
Sensory Descriptors | 40 | |
Taste (oaty, sweet, neutral, nutty) | ||
Texture (creamy, smooth, thick, grainy) | 39 | |
Overall perception (tasty, delicious, yummy, good taste) | 35 | |
physical characteristics | 18 | |
Environment | 12 | |
Environmental impact | 47 | |
Nature | 26 | |
Vegan | 27 | |
Health | 10 | |
Healthy, beneficial | 39 | |
Uses | 9 | |
Alternative | ||
Breakfast | ||
Baking | ||
Beverages | 8 | |
Coffee | 58 | |
Latte | 27 | |
Nutrition | 7 | |
Lactose-free | 55 | |
Low nutrients/calorie | 17 |
Samples | Overall Liking 1,2 |
---|---|
Plain oat milk | |
Control (C) | 6.3 ± 1.49 a |
0Pro | 6.3 ± 1.63 a |
LPro | 4.4 ± 1.71 b |
HPro | 3.6 ± 1.68 c |
Chocolate oat milk | |
Control (CC) | 7.3 ± 1.41 a |
C0Pro | 6.6 ± 1.63 b |
CLPro | 5.2 ± 1.84 c |
CHPro | 3.8 ± 1.90 d |
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Alsado, C.; Lopez-Aldana, L.; Chen, L.; Wismer, W. Consumer Perception and Sensory Drivers of Liking of Fortified Oat Milks. Foods 2023, 12, 4097. https://doi.org/10.3390/foods12224097
Alsado C, Lopez-Aldana L, Chen L, Wismer W. Consumer Perception and Sensory Drivers of Liking of Fortified Oat Milks. Foods. 2023; 12(22):4097. https://doi.org/10.3390/foods12224097
Chicago/Turabian StyleAlsado, Christy, Laura Lopez-Aldana, Lingyun Chen, and Wendy Wismer. 2023. "Consumer Perception and Sensory Drivers of Liking of Fortified Oat Milks" Foods 12, no. 22: 4097. https://doi.org/10.3390/foods12224097
APA StyleAlsado, C., Lopez-Aldana, L., Chen, L., & Wismer, W. (2023). Consumer Perception and Sensory Drivers of Liking of Fortified Oat Milks. Foods, 12(22), 4097. https://doi.org/10.3390/foods12224097