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Table 4 Factor analysis results applied to the Turkish food preference scale

From: Preference for Turkish ethnic foods in the USA

 

Communality

Factor Load

Eigenvalue

Explained variance

Average

Standard deviation

Alpha

Factor I: health value

  

4.024

25.106

3.434

0.810

0.779

5. Low calorie

0.699

0.830

  

3.023

1.0055

0.759 *

6. Provide good nutrition as it contains various vegetables

0.707

0.788

  

3.651

0.9818

0.632

9. Being balanced in terms of carbohydrates, proteins, and fats

0.708

0.727

  

3.629

0.9311

0.709

Factor II: content richness

  

1.343

23.831

4.141

0.723

0.806

1. Richness of food content

0.785

0.862

  

4.213

0.8274

0.689

3. Providing beautiful combination due to diverse food

0.792

0.752

  

4.194

0.7634

0.735

2. Being healthy

0.758

0.727

  

4.017

0.9558

0.783

Factor III: cultural characteristics

  

1.038

22.225

3.901

0.706

0.672

11. Experiencing traditional culture through Turkish dish

0.662

0.767

  

4.091

0.8392

0.553

10. Feeling familiar with Middle Eastern food compared to Western food

0.712

0.740

  

3.680

0.9770

0.616

4. Consuming dishes both pots and grilled dishes together

0.582

0.654

  

3.931

0.9071

0.567

  1. Factor extraction method: Principal component analysis; Rotation method: Varimax
  2. Kaiser-Meyer-Olkin Sample Adequacy: 81.4%;
  3. Chi-Square for Bartlett's Test of Sphericity: 608,142 degrees of freedom (df): 36 p < 0.0001;
  4. Total variance explained: 71.162%; n:175; Overall mean:3.826; S. deviation: 0.605; Reliability coefficient for the whole scale: 0.840
  5. Response categories: 1: Strongly disagree, 2: Disagree, 3: Undecided, 4: Agree, 5: Strongly agree
  6. *Reliability coefficient of the factor when the item is deleted