Exploring the Validity of the 14-Item Mediterranean Diet Adherence Screener (MEDAS): A Cross-National Study in Seven European Countries around the Mediterranean Region

María-Teresa García-Conesa, Elena Philippou, Christos Pafilas, Marika Massaro, Stefano Quarta, Vanda Andrade, Rui Jorge, Mihail Chervenkov, Teodora Ivanova, Dessislava Dimitrova, Viktorija Maksimova, Katarina Smilkov, Darinka Gjorgieva Ackova, Lence Miloseva, Tatjana Ruskovska, Georgia Eirini Deligiannidou, Christos A Kontogiorgis, Paula Pinto, María-Teresa García-Conesa, Elena Philippou, Christos Pafilas, Marika Massaro, Stefano Quarta, Vanda Andrade, Rui Jorge, Mihail Chervenkov, Teodora Ivanova, Dessislava Dimitrova, Viktorija Maksimova, Katarina Smilkov, Darinka Gjorgieva Ackova, Lence Miloseva, Tatjana Ruskovska, Georgia Eirini Deligiannidou, Christos A Kontogiorgis, Paula Pinto

Abstract

This study provides comprehensive validation of the 14-item Mediterranean Diet Adherence Screener (14-MEDAS) in an adult population from Greece (GR), Portugal (PT), Italy (IT), Spain (SP), Cyprus (CY), Republic of North Macedonia (NMK), and Bulgaria (BG). A moderate association between the 14-MEDAS and the reference food diary was estimated for the entire population (Pearson r = 0.573, p-value < 0.001; Intraclass Correlation Coefficient (ICC) = 0.692, p-value < 0.001) with the strongest correlation found in GR, followed by PT, IT, SP, and CY. These results were supported by kappa statistics in GR, PT, IT, and SP with ≥50% of food items exhibiting a fair or better agreement. Bland-Altman analyses showed an overestimation of the 14-MEDAS score in the whole population (0.79 ± 1.81, 95%Confidence Interval (CI) 0.61, 0.96), but this value was variable across countries, with GR, NMK, and BG exhibiting the lowest bias. Taking all analyses together, the validation achieved slightly better results in the Mediterranean countries but a definitive validation ranking order was not evident. Considering growing evidence of the shift from Mediterranean Diet (MD) adherence and of the importance of culture in making food choices it is crucial that we further improve validation protocols with specific applications to compare MD adherence across countries.

Keywords: Mediterranean Diet; Southern Europe; body mass index; diet adherence; diet quality; dietary assessment; dietary health benefits; food frequency questionnaire; survey instruments; validation.

Conflict of interest statement

The authors declare no conflict of interest.

Figures

Figure 1
Figure 1
Bland–Altman plots of the differences between the results of the 14-MEDAS questionnaire and those of the 3d-FD. Y axis: DIFFERENCE (14-MEDAS—3d-FD) vs. X axis: MEAN ((14-MEDAS + 3d-FD)/2). Results are presented for: (a) All countries together, (b) Spain (SP), (c) Italy (IT), (d) Portugal (PT), (e) Cyprus (CY), (f) Greece (GR), (g) Bulgaria (BG), (h) Republic of North Macedonia (NMK).

References

    1. Godos J., Galvano F. Insights on Mediterranean Diet from the SUN Cohort: Cardiovascular and Cognitive Health. Nutrients. 2020;12:1332. doi: 10.3390/nu12051332.
    1. Sofi F., Abbate R., Gensini G.F., Casini A. Accruing evidence on benefits of adherence to the Mediterranean diet on health: An updated systematic review and meta-analysis. Am. J. Clin. Nutr. 2010;92:1189–1196. doi: 10.3945/ajcn.2010.29673.
    1. Trichopoulou A., Martinez-Gonzalez M.A., Tong T.Y., Forouhi N.G., Khandelwal S., Prabhakaran D., Mozaffarian D., de Lorgeril M. Definitions and potential health benefits of the Mediterranean diet: Views from experts around the world. BMC Med. 2014;12:112. doi: 10.1186/1741-7015-12-112.
    1. Dinu M., Pagliai G., Casini A., Sofi F. Mediterranean diet and multiple health outcomes: An umbrella review of meta-analyses of observational studies and randomised trials. Eur. J. Clin. Nutr. 2018;72:30–43. doi: 10.1038/ejcn.2017.58.
    1. Hidalgo-Mora J.J., Garcia-Vigara A., Sanchez-Sanchez M.L., Garcia-Perez M.A., Tarin J., Cano A. The Mediterranean diet: A historical perspective on food for health. Maturitas. 2020;132:65–69. doi: 10.1016/j.maturitas.2019.12.002.
    1. Schröder H., Fitó M., Estruch R., Martínez-González M.A., Corella D., Salas-Salvadó J., Lamuela-Raventós R., Ros E., Salaverría I., Fiol M., et al. A Short Screener Is Valid for Assessing Mediterranean Diet Adherence among Older Spanish Men and Women. J. Nutr. 2011;141:1140–1145. doi: 10.3945/jn.110.135566.
    1. Hebestreit K., Yahiaoui-Doktor M., Engel C., Vetter W., Siniatchkin M., Erickson N., Halle M., Kiechle M., Bischoff S.C. Validation of the German version of the Mediterranean Diet Adherence Screener (MEDAS) questionnaire. BMC Cancer. 2017;17:341. doi: 10.1186/s12885-017-3337-y.
    1. Bottcher M.R., Marincic P.Z., Nahay K.L., Baerlocher B.E., Willis A.W., Park J., Gaillard P., Greene M.W. Nutrition knowledge and Mediterranean diet adherence in the southeast United States: Validation of a field-based survey instrument. Appetite. 2017;111:166–176. doi: 10.1016/j.appet.2016.12.029.
    1. Papadaki A., Johnson L., Toumpakari Z., England C., Rai M., Toms S., Penfold C., Zazpe I., Martinez-Gonzalez M.A., Feder G. Validation of the English Version of the 14-Item Mediterranean Diet Adherence Screener of the PREDIMED Study, in People at High Cardiovascular Risk in the UK. Nutrients. 2018;10:138. doi: 10.3390/nu10020138.
    1. Kwon Y.J., Lee H., Yoon Y., Kim H.M., Chu S.H., Lee J.W. Development and Validation of a Questionnaire to Measure Adherence to the Mediterranean Diet in Korean Adults. Nutrients. 2020;12:1102. doi: 10.3390/nu12041102.
    1. Mahdavi-roshan M., Salari A., Ggholipour M., Naghshbandi M. Dietary Adherence in People with Cardiovascular Risk Factors Living in Northern Iran. J. Babol Univ. Med. Sci. 2017;19:62–68. doi: 10.22088/jbums.19.10.4.
    1. Gnagnarella P., Draga D., Misotti A.M., Sieri S., Spaggiari L., Cassano E., Baldini F., Soldati L., Maisonneuve P. Validation of a short questionnaire to record adherence to the Mediterranean diet: An Italian experience. Nutr. Metab. Cardiovasc. Dis. 2018;28:1140–1147. doi: 10.1016/j.numecd.2018.06.006.
    1. Abu-Saad K., Endevelt R., Goldsmith R., Shimony T., Nitsan L., Shahar D.R., Keinan-Boker L., Ziv A., Kalter-Leibovici O. Adaptation and predictive utility of a Mediterranean diet screener score. Clin. Nutr. 2019;38:2928–2935. doi: 10.1016/j.clnu.2018.12.034.
    1. Gregorio M.J., Rodrigues A.M., Salvador C., Dias S.S., de Sousa R.D., Mendes J.M., Coelho P.S., Branco J.C., Lopes C., Martinez-Gonzalez M.A., et al. Validation of the Telephone-Administered Version of the Mediterranean Diet Adherence Screener (MEDAS) Questionnaire. Nutrients. 2020;12:1511. doi: 10.3390/nu12051511.
    1. Bibiloni M.D.M., González M., Julibert A., Llompart I., Pons A., Tur J.A. Ten-Year Trends (1999–2010) of Adherence to the Mediterranean Diet among the Balearic Islands’ Adult Population. Nutrients. 2017;9:749. doi: 10.3390/nu9070749.
    1. Marventano S., Godos J., Platania A., Galvano F., Mistretta A., Grosso G. Mediterranean diet adherence in the Mediterranean healthy eating, aging and lifestyle (MEAL) study cohort. Int. J. Food Sci. Nutr. 2018;69:100–107. doi: 10.1080/09637486.2017.1332170.
    1. Januszewska R., Pieniak Z., Verbeke W. Food choice questionnaire revisited in four countries. Does it still measure the same? Appetite. 2011;57:94–98. doi: 10.1016/j.appet.2011.03.014.
    1. Briers B., Huh Y.E., Chan E., Mukhopadhyay A. The unhealthy = tasty belief is associated with BMI through reduced consumption of vegetables: A cross-national and mediational analysis. Appetite. 2020;150:104639. doi: 10.1016/j.appet.2020.104639.
    1. Watson P.F., Petrie A. Method agreement analysis: A review of correct methodology. Theriogenology. 2010;73:1167–1179. doi: 10.1016/j.theriogenology.2010.01.003.
    1. Cade J., Thompson R., Burley V., Warm D. Development, validation and utilisation of food-frequency questionnaires—A review. Public Health Nutr. 2002;5:567–587. doi: 10.1079/PHN2001318.
    1. Torres D., Faria N., Sousa N., Teixeira S., Soares R., Amorim H., Guiomar S., Lobato L., Oliveira C., Correia D., et al. Manual Fotográfico de Quantificação de Alimentos IAN-AF 2015–2016. Universidade do Porto; Porto, Portugal: 2017.
    1. Martínez-González M.A., García-Arellano A., Toledo E., Salas-Salvadó J., Buil-Cosiales P., Corella D., Covas M.I., Schröder H., Arós F., Gómez-Gracia E., et al. A 14-item Mediterranean diet assessment tool and obesity indexes among high-risk subjects: The PREDIMED trial. PLoS ONE. 2012;7:e43134. doi: 10.1371/journal.pone.0043134.
    1. Ghasemi A., Zahediasl S. Normality tests for statistical analysis: A guide for non-statisticians. Int. J. Endocrinol. Metab. 2012;10:486–489. doi: 10.5812/ijem.3505.
    1. Schober P., Boer C., Schwarte L.A. Correlation Coefficients: Appropriate Use and Interpretation. Anesth. Analg. 2018;126:1763–1768. doi: 10.1213/ANE.0000000000002864.
    1. Koo T.K., Li M.Y. A Guideline of Selecting and Reporting Intraclass Correlation Coefficients for Reliability Research. J. Chiropr. Med. 2016;15:155–163. doi: 10.1016/j.jcm.2016.02.012.
    1. McHugh M.L. Interrater reliability: The kappa statistic. Biochem. Med. Zagreb. 2012;22:276–282. doi: 10.11613/BM.2012.031.
    1. Giavarina D. Understanding Bland Altman analysis. Biochem. Med. Zagreb. 2015;25:141–151. doi: 10.11613/BM.2015.015.
    1. Flegal K.M., Graubard B., Ioannidis J.P.A. Use and reporting of Bland–Altman analyses in studies of self-reported versus measured weight and height. Int. J. Obes. 2020;44:1311–1318. doi: 10.1038/s41366-019-0499-5.
    1. World Health Organization . Preventing and Managing the Global Epidemic: Report of a WHO Consultation. World Health Organization; Geneva, Switzerland: 2000.
    1. Zaragoza-Marti A., Cabanero-Martinez M.J., Hurtado-Sanchez J.A., Laguna-Perez A., Ferrer-Cascales R. Evaluation of Mediterranean diet adherence scores: A systematic review. BMJ Open. 2018;8:e019033. doi: 10.1136/bmjopen-2017-019033.
    1. Yang Y.J., Kim M.K., Hwang S.H., Ahn Y., Shim J.E., Kim D.H. Relative validities of 3-day food records and the food frequency questionnaire. Nutr. Res. Pract. 2010;4:142–148. doi: 10.4162/nrp.2010.4.2.142.
    1. Tsang S., Royse C.F., Terkawi A.S. Guidelines for developing, translating, and validating a questionnaire in perioperative and pain medicine. Saudi J. Anaesth. 2017;11:S80–S89. doi: 10.4103/sja.SJA_203_17.
    1. Dogan N.O. Bland-Altman analysis: A paradigm to understand correlation and agreement. Turk. J. Emerg. Med. 2018;18:139–141. doi: 10.1016/j.tjem.2018.09.001.
    1. Vilarnau C., Stracker D.M., Funtikov A., da Silva R., Estruch R., Bach-Faig A. Worldwide adherence to Mediterranean Diet between 1960 and 2011. Eur. J. Clin. Nutr. 2019;72:83–91. doi: 10.1038/s41430-018-0313-9.
    1. Caparello G., Galluccio A., Giordano C., Lofaro D., Barone I., Morelli C., Sisci D., Catalano S., Andò S., Bonofiglio D. Adherence to the Mediterranean diet pattern among university staff: A cross-sectional web-based epidemiological study in Southern Italy. Int. J. Food Sci. Nutr. 2020;71:581–592. doi: 10.1080/09637486.2019.1686753.
    1. Theodoridis X., Grammatikopoulou M.G., Gkiouras K., Papadopoulou S.E., Agorastou T., Gkika I., Maraki M.I., Dardavessis T., Chourdakis M. Food insecurity and Mediterranean diet adherence among Greek university students. Nutr. Metab. Cardiovasc. Dis. 2018;28:477–485. doi: 10.1016/j.numecd.2018.02.007.
    1. Nelson M. The validation of dietary assessment. In: Margetts B., Nelson M., editors. Design Concepts in Nutritional Epidemiology. Oxford Scholarship; London, UK: 1997. pp. 241–721.
    1. Subar A.F., Kipnis V., Troiano R.P., Midthune D., Schoeller D.A., Bingham S., Sharbaugh C.O., Trabulsi J., Runswick S., Ballard-Barbash R., et al. Using intake biomarkers to evaluate the extent of dietary misreporting in a large sample of adults: The OPEN study. Am. J. Epidemiol. 2003;158:1–13. doi: 10.1093/aje/kwg092.
    1. Poslusna K., Ruprich J., de Vries J.H., Jakubikova M., van’t Veer P. Misreporting of energy and micronutrient intake estimated by food records and 24 h recalls, control and adjustment methods in practice. Br. J. Nutr. 2009;101(Suppl. 2):S73–S85. doi: 10.1017/S0007114509990602.
    1. Ravelli M.N., Schoeller D.A. Traditional Self-Reported Dietary Instruments Are Prone to Inaccuracies and New Approaches Are Needed. Front. Nutr. 2020;7:90. doi: 10.3389/fnut.2020.00090.
    1. Sofi F., Dinu M., Pagliai G., Cesari F., Gori A.M., Sereni A., Becatti M., Fiorillo C., Marcucci R., Casini A. Low-Calorie Vegetarian Versus Mediterranean Diets for Reducing Body Weight and Improving Cardiovascular Risk Profile: CARDIVEG Study (Cardiovascular Prevention with Vegetarian Diet) Circulation. 2018;137:1103–1113. doi: 10.1161/CIRCULATIONAHA.117.030088.
    1. Scholz A., Navarrete-Muñoz E.M., de la Hera M.G., Gimenez-Monzo D., Gonzalez-Palacios S., Valera-Gran D., Torres-Collado L., Vioque J. Alcohol consumption and Mediterranean Diet adherence among health science students in Spain: The DiSA-UMH Study. Gac. Sanit. 2016;30:126–132. doi: 10.1016/j.gaceta.2015.10.011.

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