Quantitative descriptive analysis and principal component analysis for sensory characterization of ultrapasteurized milk.

Quantitative descriptive analysis was used to describe the key attributes of nine ultrapasteurized (UP) milk products of various fat levels, including two lactose-reduced products, from two dairy plants. Principal components analysis identified four significant principal components that accounted for 87.6% of the variance in the sensory attribute data. Principal component scores indicated that the location of each UP milk along each of four scales primarily corresponded to cooked, drying/lingering, sweet, and bitter attributes. Overall product quality was modeled as a function of the principal components using multiple least squares regression (R2 = 0.810). These findings demonstrate the utility of quantitative descriptive analysis for identifying and measuring UP fluid milk product attributes that are important to consumers.

[1]  K. Siebert Modeling the flavor thresholds of organic acids in beer as a function of their molecular properties , 1999 .

[2]  Kathryn J. Boor,et al.  Effects of fat replacers on the sensory properties, color, melting, and hardness of ice cream , 1999 .

[3]  F. J. Pérez-Elortondo,et al.  Application of multivariate analysis to sensory characterization of Ewes' milk cheese , 1998 .

[4]  K. Chapman,et al.  Light-Oxidized Flavor Development and Vitamin A Degradation in Chocolate Milk , 1998 .

[5]  L. A. Black,et al.  Standard methods for the examination of dairy products. , 1948, American journal of public health and the nation's health.

[6]  H. Lawless,et al.  The Influence of Nonfat Dry Milk on the Sensory Properties, Viscosity, and Color of Lowfat Milks , 1995 .

[7]  H. Stone,et al.  Use and Misuse of Sensory Evaluation in Research and Quality Control , 1981 .

[8]  R. Pangborn,et al.  Dietary fat intake and taste responses to fat in milk by under-, normal, and overweight women , 1985, Appetite.

[9]  D. Barbano,et al.  Influence of protein standardization by ultrafiltration on the viscosity, color, and sensory properties of skim and 1% milk. , 1997, Journal of dairy science.

[10]  Harry T. Lawless,et al.  Effects of color and odor on judgments of sweetness among children and adults , 1998 .

[11]  R. Lyman Ott.,et al.  An introduction to statistical methods and data analysis , 1977 .

[12]  H. Heymann,et al.  Sensory and physical properties of ice creams containing milk fat or fat replacers. , 1998, Journal of dairy science.

[13]  Harry T. Lawless,et al.  Sensory Evaluation of Food: Principles and Practices , 1998 .

[14]  Chiranjeev Kohli,et al.  Product Positioning: A Comparison of Perceptual Mapping Techniques , 1993 .

[15]  K. Fountain,et al.  Modified Copper Soap Solvent Extraction Method for Measuring Free Fatty Acids in Milk , 1980 .

[16]  G. Charalambous The analysis and control of less desirable flavors in foods and beverages. , 1980 .

[17]  H. Lawless,et al.  The Influence of Fat on the Sensory Properties, Viscosity, and Color of Lowfat Milk , 1995 .

[18]  Herbert Stone,et al.  Quantitative descriptive analysis: developments, applications and the future , 1998 .

[19]  John R. Hauser,et al.  Essentials of New Product Management , 1998 .

[20]  J. Thompson,et al.  High performance liquid chromatographic determination of vitamin D in fortified milks, margarine, and infant formulas. , 1982, Journal - Association of Official Analytical Chemists.

[21]  D. Massart Chemometrics: A Textbook , 1988 .

[22]  William S. Peters,et al.  Principal Components and Factor Analysis , 1987 .

[23]  H. Lawless,et al.  Comparison of Descriptive Terminology Systems for Sensory Evaluation of Fluid Milk , 1992 .

[24]  F. Driessen Lipases and proteinases in milk : occurrence, heat inactivation, and their importance for the keeping quality of milk products , 1983 .

[25]  G. M. Trout,et al.  The sensory evaluation of dairy products , 1988 .

[26]  W. Shipe ANALYSIS AND CONTROL OF MILK FLAVOR , 1980 .

[27]  H. Lawless,et al.  Limiting response alternatives in time-intensity scaling: an examination of the halo-dumping effect. , 1994, Chemical senses.