| Literature DB >> 36158086 |
László Mucha1, Kornélia Vámosi2, Gedeon Totth2.
Abstract
The study of consumer attitudes is particularly important for products related to tradition. Pálinka is Hungary's national beverage; the homemade distillate is primarily legally different from pálinka and it cannot be marketed. The main goal of the research is to analyse the role of the three attitude components (cognitive, affective and conative), consumer ethnocentrism and drinking motives in shaping the consumer attitude towards the Hungarian pálinka and the homemade distillate and a popular, but not Hungarian beverage, whisky. Data were collected by questionnaires using a quota sampling method, resulting in a sample of 626 respondents. In this paper we demonstrate the importance of the affective component using structural equation modelling, and the way consumer ethnocentrism influences the favorable consumer attitude to homemade distillate through emotions. The study has revealed the opposite effect of consumer ethnocentrism in the case of whisky, and the lack of effect in the case of pálinka. The social alcohol drinking motivation also shapes the favorable consumer attitudes towards the homemade distillate and whisky. The consumer preference is also supported by using the Multiattribute Attitude Model and the conjoint-analysis. The scientific value of the study lies in using different methods for understanding the factors that can shape the consumer attitude towards national beverages. Improving the consumer attitude towards pálinka requires a comprehensive marketing strategy covering all three attitudinal components, and from a consumer ethnocentrism perspective, the positioning of pálinka as a national drink needs to be strengthened by the producers. The study has ignored the role of brand, tradition, packaging and nostalgia. Future research can examine the role of these factors in consumer attitude towards national alcoholic beverages. By inserting the conceptual model of this study into the Theory of Planned Behaviour model, the effects of the subjective norms and perceived behavioral control can also be analysed.Entities:
Keywords: Alcoholic spirits; Attitude components; Consumer ethnocentrism; Drinking motives
Year: 2022 PMID: 36158086 PMCID: PMC9494233 DOI: 10.1016/j.heliyon.2022.e10571
Source DB: PubMed Journal: Heliyon ISSN: 2405-8440
Figure 1Conceptual framework. Note: based on Hawkins and Mothersbaugh (2015) p. 393.
Demographic characteristic of the respondents (N = 626).
| Sample | Proportion of the Hungarian population over 18 years old ( | |||
|---|---|---|---|---|
| Frequency | Percentage (%) | Percentage (%) | ||
| Gender | Women | 326 | 52.07% | 52.15% |
| Men | 300 | 47.92% | 47.85% | |
| Age (in years) | 18–24 years | 67 | 10.70% | 9.42% |
| 25–34 years | 109 | 17.41% | 15.4% | |
| 35–44 years | 117 | 18.69% | 19.08% | |
| 45–54 years | 106 | 16.93% | 16.84% | |
| 55–64 years | 99 | 15.81% | 15.82% | |
| older than 65 years | 128 | 20.45% | 23.44% | |
| Hungarian Regions | Budapest | 114 | 18.21% | 13.09% |
| Central Transdanubia | 68 | 10.86% | 10.83% | |
| North-Great Plain | 93 | 14.86% | 14.85% | |
| North Hungary | 72 | 11.50% | 11.53% | |
| Pest | 82 | 13.10% | 13.09% | |
| South-Great Plain | 79 | 12.62% | 12.66% | |
| South-Transdanubia | 57 | 9.11% | 9.00% | |
| West-Transdanubia | 61 | 9.74% | 10.12% | |
| Educational background | Up to 8 years of schooling | 29 | 4.63% | 26.50% |
| Vocational school | 101 | 16.13% | 20.90% | |
| Secondary technical school/grammar school | 256 | 40.89% | 33.40% | |
| Higher education degree | 240 | 38.33% | 21.80% | |
| Income | They don't have enough money for even the most necessary things | 59 | 9.41% | n.d. |
| They only have enough money for everyday life | 233 | 37.22% | n.d. | |
| They can also save money | 283 | 45.20% | n.d. | |
| Wealthy people | 51 | 8.14% | n.d. | |
Source: The authors. Note: gender (χ2 = 0.5208, p = 0.501), age group (χ2 = 5.334, p = 0.376) and region (χ2 = 0.115, p = 1.000); n.d: no data.
Attributes and levels.
| Attributes | Levels |
|---|---|
| Origin | Homemade |
| Commercial | |
| Fruit | Plum |
| Pear | |
| Peach | |
| Price | 3,000 HUF/liter |
| 6,000 HUF/liter | |
| 9,000 HUF/liter |
Source: The authors.
Product cards presented to respondents.
| Card | Origin | Fruit | Price (HUF/liter) |
|---|---|---|---|
| Card 1 | Homemade | Pear | 6,000 |
| Card 2 | Commercial | Peach | 3,000 |
| Card 3 | Homemade | Plum | 3,000 |
| Card 4 | Homemade | Peach | 6,000 |
| Card 5 | Commercial | Plum | 6,000 |
| Card 6 | Homemade | Plum | 9,000 |
| Card 7 | Homemade | Peach | 9,000 |
| Card 8 | Commercial | Pear | 9,000 |
| Card 9 | Homemade | Pear | 3,000 |
Source: The authors.
Results of the Multiattribute Attitude Model measurement related to Hungary's most three popular alcoholic beverages.
| Features in order of importance (means on 1–3 scale) | Consumer's belief about the performance of spirits on features on 1–7 Likert, means (SD) | ||
|---|---|---|---|
| Homemade distillate | Whisky | Pálinka | |
| Quality (2.75) | 5.78 (1.48) | 5.61 (1.41) | 3.68 (1.83) |
| Price (2.48) | 5.28 (1.50) | 3.55 (1.75) | 3.87 (1.72) |
| Hungarian origin (1.99) | 6.36 (1.24) | 2.38 (1.58) | 4.42 (1.71) |
| Prestige (1.91) | 3.09 (1.75) | 4.82 (1.88) | 2.59 (1.64) |
| Mode (1.55) | 4.40 (1.70) | 4.81 (1.70) | 3.31 (1.73) |
| 53.91 | 45.38 | 38.24 | |
| Rank | |||
Source: The authors.
Measuring the cognitive component of the attitude of homemade distillate, whisky, pálinka and ideal spirit and the examination of the consumer attitude index.
| Ideal | HD | W | P | ||||
|---|---|---|---|---|---|---|---|
| α | 0.702 | 0.707 | 0.727 | 0.837 | HD | W | P |
| Item | Means (SD) (1–7 Likert scale) | Distance from ideal in absolute terms | |||||
| aroma: poor/rich | 5.78 (1.45) | 6.05 (1.44) | 5.37 (1.61) | 4.09 (1.89) | 0.27 | 0.41 | 1.69 |
| unlabelled/labelled | 5.02 (1.68) | 3.61 (1.99) | 6.04 (1.25) | 5.23 (1.65) | 1.41 | 1.02 | 0.22 |
| taste: poor/rich | 5.95 (1.40) | 6.03 (1.36) | 5.66 (1.46) | 4.21 (1.76) | 0.09 | 0.28 | 1.74 |
| alcohol content: low/high | 5.03 (1.54) | 5.82 (1.41) | 5.60 (1.29) | 4.40 (1.61) | 0.79 | 0.56 | 0.64 |
| modern/traditional | 4.74 (1.63) | 6.10 (1.36) | 4.27 (1.97) | 4.11 (1.67) | 1.36 | 0.47 | 0.64 |
| flavored/100% natural | 5.38 (1.67) | 6.18 (1.33) | 4.57 (1.70) | 3.26 (1.84) | 0.79 | 0.82 | 2.13 |
| industrial/homemade | 5.05 (1.64) | 6.40 (1.24) | 2.79 (1.64) | 2.34 (1.56) | 1.35 | 2.26 | 2.71 |
| throat-scratching/silky | 5.45 (1.66) | 4.51 (2.07) | 4.26 (1.76) | 3.74 (1.70) | 0.93 | 1.19 | 1.71 |
| causes/does not cause a hangover | 5.73 (1.61) | 4.42 (2.08) | 3.90 (1.85) | 3.18 (1.73) | 1.31 | 1.83 | 2.55 |
| packaging is simple/elegant | 4.63 (1.79) | 3.19 (1.91) | 5.71 (1.40) | 4.41 (1.72) | 1.44 | 1.07 | 0.22 |
| available everywhere/in special places | 3.64 (1.80) | 4.47 (1.97) | 3.65 (1.78) | 2.69 (1.72) | 0.83 | 0.00 | 0.96 |
| consumption for everyday/celebration | 4.51 (1.77) | 4.15 (1.77) | 5.02 (1.56) | 3.96 (1.62) | 0.37 | 0.50 | 0.55 |
| calories: high/low | 4.89 (1.51) | 4.11 (1.56) | 3.74 (1.45) | 3.62 (1.57) | 0.77 | 1.14 | 1.27 |
| unhealthy/healthy | 5.31 (1.57) | 5.03 (1.70) | 4.01 (1.55) | 3.43 (1.68) | 0.29 | 1.30 | 1.88 |
| ∑ ( | 12.00 (1) | 12.85 (2) | 18.91 (3) | ||||
Source: The authors.
Measuring the affective component of the attitude.
| HD | W | P | |
|---|---|---|---|
| α | 0.829 | 0.814 | 0.852 |
| Item | Means (SD) (1–7 Likert scale) | ||
| I like its taste. | 4.82 (2.05) | 3.92 (2.08) | 2.82 (1.63) |
| I like its aroma. | 4.91 (2.01) | 4.16 (2.02) | 3.16 (1.72) |
| I think it's patriotic to consume it. | 4.83 (2.06) | 2.63 (1.62) | 2.52 (1.54) |
| The consumption of it cheers me up. | 5.26 (1.81) | 4.59 (1.82) | 4.05 (1.87) |
| Reliable, consistently good quality drink. | 4.71 (1.90) | 4.98 (1.62) | 3.27 (1.73) |
| Not fattening. | 4.01 (1.85) | 3.38 (1.68) | 3.05 (1.68) |
| Non addictive. | 2.93 (1.87) | 2.81 (1.67) | 2.77 (1.78) |
| The consumption of it is masculine. | 4.14 (1.98) | 4.61 (1.92) | 2.88 (1.68) |
| Hungarikum. | 6.14 (1.40) | 1.88 (1.35) | 3.17 (1.91) |
| The consumption of it is fashionable. | 4.40 (1.70) | 4.81 (1.70) | 3.31 (1.73) |
| The consumption of it is a status symbol. | 3.09 (1.75) | 4.82 (1.88) | 2.59 (1.64) |
Source: The authors.
Measuring the conative component of the attitude.
| HD | W | P | |
|---|---|---|---|
| α | 0.908 | 0.923 | 0.906 |
| Item | Means (SD) (1–7 Likert scale) | ||
| I buy it for myself regularly. | 3.38 (2.15) | 2.77 (1.87) | 1.96 (1.36) |
| I will continue to buy it for myself. | 3.99 (2.20) | 3.11 (2.04) | 2.22 (1.55) |
| I buy it regularly as a gift. | 3.75 (2.06) | 3.42 (1.93) | 2.46 (1.63) |
| I will continue to buy it as a gift. | 3.67 (2.05) | 3.25 (1.90) | 2.35 (1.64) |
| I prefer to buy this one of the spirits. | 3.79 (2.18) | 3.03 (2.03) | 1.91 (1.40) |
| I always keep it at home for my own consumption or to offer it to guests. | 4.68 (2.17) | 3.08 (2.07) | 2.12 (1.56) |
Source: The authors.
Mean part-worth and relative importance for all respondents.
| Attributes | Importance values (%) | Levels | Utility estimate |
|---|---|---|---|
| Price | 40 | 6,000 | 0.370 |
| 3,000 | -0.014 | ||
| 9,000 | -0.355 | ||
| Fruit | 37.9 | Peach | 0.247 |
| Plum | 0.057 | ||
| Pear | -0.304 | ||
| Origin | 22.1 | Homemade | 0.085 |
| Commercial | -0.085 |
Source: The authors.
Notes: Pearson's R = 0.737, p < 0.001; Kendall's tau = 0.556, p < 0.05.
Results of hypotheses testing H1, H2.
| Hypothesis | Used method | Supported |
|---|---|---|
| H1 | Multiattribute Attitude Model, conjoint analysis | Yes |
| H2 (a, b, c) | Multiattribute Attitude Model | Yes |
Source: The authors.
Attitude components for the three drinks, factor loadings.
| Question | HD | W | P | ||||
|---|---|---|---|---|---|---|---|
| Item | Loading | Item | Loading | Item | Loading | ||
| COG | aroma: poor/rich | CogW1 | .645 | ||||
| taste: poor/rich | CogW3 | .905 | CogP3 | .680 | |||
| modern/traditional | CogHD5 | .661 | CogP5 | .853 | |||
| flavored/100% natural | CogHD6 | .667 | CogW6 | .481 | CogP6 | .692 | |
| industrial/homemade | CogHD7 | .794 | |||||
| unhealthy/healthy | CogHD14 | .716 | CogP14 | .710 | |||
| AFF | I like its taste. | AffHD1 | .925 | AffW1 | .872 | AffP1 | .944 |
| I like its aroma. | AffHD2 | .935 | AffW2 | .840 | AffP2 | .876 | |
| The consumption of it cheers me up. | AffHD4 | .495 | AffW4 | .370 | AffP4 | .406 | |
| Reliable, consistently good quality drink. | AffHD5 | .417 | AffP5 | .505 | |||
| CON | I buy it for myself regularly. | ConHD1 | .962 | ConW1 | .972 | ConP1 | .600 |
| I will continue to buy it for myself. | ConHD2 | .854 | ConW2 | .914 | ConP2 | .625 | |
| I buy it regularly as a gift. | ConHD3 | .706 | ConP3 | .935 | |||
| I will continue to buy it as a gift. | ConHD4 | .618 | ConP4 | .956 | |||
| I prefer to buy this one of the spirits. | ConW5 | .703 | |||||
| I always keep it at home for my own consumption or to offer it to guests. | ConW6 | .721 | |||||
Source: The authors.
Notes: P [KMO = 0.823; Bartlett test: (χ2 = 4136.905, df = 66, p < 0.001); total explained variance (TEV) = 59.70%; Goodness-of-fit Test (χ2 = 444.318, df = 33, p < 0.001)]; HD [KMO = 0.854; Bartlett test: (χ2 = 3930.862, df = 66, p < 0.001); TEV = 59.40%; Goodness-of-fit Test (χ2 = 146.452, df = 33, p < 0.001)]; W [KMO = 0.863; Bartlett test: (χ2 = 4007.920, df = 45, p < 0.001); TEV = 64.92%; Goodness-of-fit Test (χ2 = 91.905, df = 18, p < 0.001)]
Reliability, convergent and discriminant validity in the case of the homemade distillate.
| CR | AVE | α | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | COGHD | 0.804 | 0.507 | 0.800 | ||||||||
| 2 | AFFHD | 0.848 | 0.591 | 0.841 | 0.270∗∗∗ | |||||||
| 3 | CONHD | 0.888 | 0.668 | 0.886 | 0.153∗∗ | 0.674∗∗∗ | ||||||
| 4 | SOC | 0.840 | 0.637 | 0.845 | 0.111∗ | 0.141∗∗ | 0.214∗∗∗ | |||||
| 5 | CONF | 0.800 | 0.571 | 0.795 | -0.201∗∗∗ | -0.031 | 0.182∗∗∗ | 0.584∗∗∗ | ||||
| 6 | ENH | 0.786 | 0.554 | 0.777 | 0.029 | 0.181∗∗∗ | 0.303∗∗∗ | 0.842∗∗∗ | 0.591∗∗∗ | |||
| 7 | COP | 0.818 | 0.600 | 0.817 | -0.046 | 0.151∗∗ | 0.313∗∗∗ | 0.587∗∗∗ | 0.618∗∗∗ | 0.750∗∗∗ | ||
| 8 | CE | 0.947 | 0.515 | 0.948 | 0.132∗∗ | 0.299∗∗∗ | 0.311∗∗∗ | -0.019 | 0.058 | -0.006 | 0.097∗ |
Source: Results of SEM AMOS processing.
Note. ∗∗∗p < 0.001, ∗∗p < 0.05. Data in bold shows square root of AVE.
Reliability, convergent and discriminant validity in the case of the whisky.
| CR | AVE | α | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | COGW | 0.745 | 0.498 | 0.736 | ||||||||
| 2 | AFFW | 0.849 | 0.663 | 0.827 | 0.551∗∗∗ | |||||||
| 3 | CONW | 0.912 | 0.723 | 0.914 | 0.316∗∗∗ | 0.756∗∗∗ | ||||||
| 4 | SOC | 0.840 | 0.637 | 0.845 | 0.176∗∗∗ | 0.363∗∗∗ | 0.317∗∗∗ | |||||
| 5 | CONF | 0.800 | 0.571 | 0.795 | -0.020 | 0.174∗∗∗ | 0.263∗∗∗ | 0.584∗∗∗ | ||||
| 6 | ENH | 0.786 | 0.554 | 0.777 | 0.110∗ | 0.317∗∗∗ | 0.347∗∗∗ | 0.842∗∗∗ | 0.591∗∗∗ | |||
| 7 | COP | 0.818 | 0.600 | 0.817 | 0.023 | 0.235∗∗∗ | 0.286∗∗∗ | 0.587∗∗∗ | 0.618∗∗∗ | 0.750∗∗∗ | ||
| 8 | CE | 0.947 | 0.515 | 0.948 | -0.026 | -0.101∗ | -0.153∗∗∗ | -0.019 | 0.058 | -0.006 | 0.097∗ |
Source: Results of SEM AMOS processing.
Note. ∗∗∗p < 0.001, ∗∗p < 0.05. Data in bold shows square root of AVE.
Reliability, convergent and discriminant validity in the case of the pálinka.
| CR | AVE | α | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | COGP | 0.824 | 0.542 | 0.823 | ||||||||
| 2 | AFFP | 0.835 | 0.566 | 0.827 | 0.478∗∗∗ | |||||||
| 3 | CONP | 0.867 | 0.627 | 0.885 | 0.262∗∗∗ | 0.527∗∗∗ | ||||||
| 4 | SOC | 0.840 | 0.637 | 0.845 | -0.125∗∗ | 0.156∗∗∗ | 0.146∗∗ | |||||
| 5 | CONF | 0.800 | 0.571 | 0.795 | -0.025 | 0.192∗∗∗ | 0.283∗∗∗ | 0.584∗∗∗ | ||||
| 6 | ENH | 0.786 | 0.554 | 0.777 | -0.051 | 0.145∗∗ | 0.177∗∗∗ | 0.842∗∗∗ | 0.591∗∗∗ | |||
| 7 | COP | 0.818 | 0.600 | 0.817 | -0.052 | 0.144∗∗ | 0.162∗∗∗ | 0.587∗∗∗ | 0.618∗∗∗ | 0.750∗∗∗ | ||
| 8 | CE | 0.947 | 0.515 | 0.948 | 0.014 | 0.032 | 0.034 | -0.019 | 0.058 | -0.006 | 0.097∗ |
Source: Results of SEM AMOS processing.
Note. ∗∗∗p < 0.001, ∗∗p < 0.05. Data in bold shows square root of AVE.
Overall model fits of the measurement models.
| χ 2 | df | p | CMIN/DF | GFI | TLI | CFI | NFI | RMSEA | SRMR | Model fit | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Benchmark | >0.05 | <3 | >0.90 | >0.90 | >0.90 | >0.90 | <0.06 | <0.08 | |||
| HD | 2198.962 | 770 | <0.001 | 2.856 | 0.842 | 0.900 | 0.910 | 0.869 | 0.054 | 0.063 | acceptable |
| W | 1813.119 | 691 | <0.001 | 2.624 | 0.858 | 0.919 | 0.929 | 0.890 | 0.051 | 0.053 | acceptable |
| P | 2309.193 | 777 | <0.001 | 2.972 | 0.830 | 0.894 | 0.905 | 0.864 | 0.056 | 0.054 | acceptable |
Source: Results of SEM AMOS processing.
Overall model fits of the structural models.
| χ 2 | df | p | CMIN/DF | GFI | TLI | CFI | NFI | RMSEA | SRMR | Model fit | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Benchmark | >0.05 | <3 | >0.90 | >0.90 | >0.90 | >0.90 | <0.06 | <0.08 | |||
| HD | 35.205 | 12 | <0.001 | 2.934 | 0.988 | 0.981 | 0.994 | 0.991 | 0.056 | 0.030 | good |
| W | 34.117 | 12 | <0.001 | 2.843 | 0.988 | 0.983 | 0.994 | 0.992 | 0.054 | 0.030 | good |
| P | 37.918 | 15 | <0.001 | 2.528 | 0.987 | 0.986 | 0.994 | 0.991 | 0.049 | 0.022 | good |
Source: Results of SEM AMOS processing.
Direct effects in the models.
| HD | W | P | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| β | t-value | p | β | t-value | p | β | t-value | p | |||
| AFF | → | COG | 5.835 | ∗∗∗ | 29.845 | ∗∗∗ | 17.248 | ∗∗∗ | |||
| → | CON | 23.888 | ∗∗∗ | 19.603 | ∗∗∗ | 18.309 | ∗∗∗ | ||||
| → | ATT | 4.054 | ∗∗∗ | ||||||||
| COG | → | ATT | 8.646 | ∗∗∗ | 10.680 | ∗∗∗ | 35.349 | ∗∗∗ | |||
| CON | → | ATT | 1.612 | .107 | 4.428 | ∗∗∗ | 3.640 | ∗∗∗ | |||
| CE | → | ATT | 4.786 | ∗∗∗ | 2.262 | .024 | |||||
| → | AFF | 9.926 | .004 | -2.724 | .006 | ||||||
| → | CON | 4.246 | ∗∗∗ | -3.693 | ∗∗∗ | ||||||
| SOC | → | COG | 7.820 | ∗∗∗ | 4.319 | ∗∗∗ | -6.742 | ∗∗∗ | |||
| → | AFF | 10.558 | ∗∗∗ | ||||||||
| ENH | → | AFF | 9.926 | ∗∗∗ | |||||||
| → | CON | 4.246 | ∗∗∗ | 6.703 | ∗∗∗ | ||||||
| → | COG | 5.083 | ∗∗∗ | ||||||||
| CONF | → | AFF | 5.614 | ∗∗∗ | |||||||
| → | CON | 2.640 | .008 | 3.266 | ∗∗∗ | 6.869 | ∗∗∗ | ||||
| → | COG | -7.132 | ∗∗∗ | -2.925 | .003 | -1.980 | .048 | ||||
| COP | → | ATT | 2.087 | .037 | |||||||
Source: Results of SEM AMOS processing.
Note. β: standardized regression weight, ∗∗∗: p < 0.001.
Indirect effects in the models.
| HD | W | P | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| β | SE | CI | p | β | SE | CI | p | β | SE | CI | p | |||
| AFF | → | ATT | .125 | .040 | .049–.210 | .002 | .522 | .064 | .395–.652 | ∗∗∗ | .519 | .027 | .462–.571 | ∗∗∗ |
| CE | → | CON | .242 | .027 | .189–.295 | ∗∗∗ | -.088 | .032 | -.158–-.028 | .004 | ||||
| → | COG | .080 | .015 | .053–.113 | ∗∗∗ | -.064 | .026 | -.123–-.017 | .009 | |||||
| → | ATT | .158 | .020 | .121–.198 | ∗∗∗ | -.030 | .022 | -.074–.011 | .150 | |||||
| SOC | → | COG | .248 | .026 | .200–.302 | ∗∗∗ | ||||||||
| → | CON | .257 | .032 | .193–.321 | ∗∗∗ | |||||||||
| → | ATT | .202 | .051 | .106–.305 | ∗∗∗ | .188 | .051 | .092–.295 | ∗∗∗ | -.527 | .094 | -.700–-.333 | ∗∗∗ | |
| ENH | → | CON | .326 | .035 | .256–.392 | ∗∗∗ | ||||||||
| → | COG | .108 | .023 | .069–.161 | ∗∗∗ | |||||||||
| CONF | → | CON | -.265 | .035 | -.333–-.195 | ∗∗∗ | .257 | .007 | .006–.035 | .003 | .125 | .023 | .078–.170 | ∗∗∗ |
| → | COG | -.088 | .019 | -.131–-.055 | ∗∗∗ | .124 | .024 | .076–.171 | ∗∗∗ | |||||
| → | ATT | -.231 | .030 | -.290–-.174 | ∗∗∗ | .188 | .023 | -.077–.013 | .150 | |||||
| COP | → | AFF | -.011 | .006 | -.029–-.002 | .014 | ||||||||
| → | ATT | -.123 | .050 | -.220–-.017 | .024 | |||||||||
Source: Results of SEM AMOS processing.
Note. β: standardized regression weight, ∗∗∗p < 0.001, SE: standard error, CI: confidence interval.
Results of hypotheses testing H2 (a/b/c), H3, H4, H5 (a/b/c/d).
| Hypothesis | Pathway | β | Supported | ||
|---|---|---|---|---|---|
| HD | W | P | |||
| H2/a | COG→ATT | .310∗∗∗ | .489∗∗∗ | .831∗∗∗ | Yes |
| H2/b | AFF→ATT | .210∗∗∗ | i.e.: .522∗∗∗ | i.e.: .519∗∗∗ | Yes |
| H2/c | CON→ATT | .080 | .265∗∗∗ | .085∗∗∗ | Yes |
| H3 | AFF→ATT | .210∗∗∗ | n.s. | n.s. | Yes |
| H4 | CE→AFF | .475∗∗ | -.100∗∗ | n.s. | Yes |
| H5/a | SOC→COG→ATT | .202∗∗∗ | .188∗∗∗ | -.527∗∗∗ | Yes |
| H5/b | ENH→ATT | No direct or indirect effect | Partly | ||
| H5/c | COP→ATT | n.s. | n.s. | .088∗∗ | No |
| H5/d | CONF→COG→ATT | -.231∗∗∗ | Yes | ||
Source: The authors.
Note: ∗∗,∗∗∗ Significance at the 0.05 and 0.01 levels, respectively; n.s.: no significant; i.e.: indirect effect.
Coefficient of determination in the case of the three beverages.
| HD | W | P | |
|---|---|---|---|
| R2 | |||
| COG | .284 | .441 | .359 |
| AFF | .247 | .156 | .048 |
| CON | .612 | .716 | .425 |
| ATT | .309 | .266 | .708 |
Note. R2: coefficient of determination.