{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,30]],"date-time":"2026-09-30T19:59:32Z","timestamp":1790798372017,"version":"4.1.0"},"reference-count":35,"publisher":"MDPI AG","issue":"16","license":[{"start":{"date-parts":[[2026,8,20]],"date-time":"2026-08-20T00:00:00Z","timestamp":1787184000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100012190","name":"Ministry of Science and Higher Education","doi-asserted-by":"publisher","award":["233\/26\/B"],"award-info":[{"award-number":["233\/26\/B"]}],"id":[{"id":"10.13039\/501100012190","id-type":"DOI","asserted-by":"publisher"}]},{"award":["233\/26\/B"],"award-info":[{"award-number":["233\/26\/B"]}],"id":[{"id":"https:\/\/ror.org\/05dwvd537","id-type":"ROR","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Nutrients"],"abstract":"<jats:p>Objective: This study investigates the relationship between social media use and consumer purchase intentions or out-of-home food choices in the Polish gastronomic market, focusing specifically on variations across generations. Methodology: Data were collected between May and July 2024 through a diagnostic survey using the Computer-Assisted Web Interviewing (CAWI) technique (N = 1099). Respondents were recruited via a non-probability quota sampling approach based on strict demographic inclusion criteria. To test the research hypotheses regarding generational variations in market behaviour, a multivariate discriminant function analysis was performed using Statistica 13.1 PL. A preliminary pilot study (N = 30) confirmed the initial questionnaire readability and overall consistency (Cronbach\u2019s alpha = 0.87), while subscales were treated independently during the main analysis. Results: Multivariate models were found to be highly significant, revealing clear differences between age groups. The youngest cohort (aged 18\u201335) relies heavily on Instagram and TikTok, showing distinct patterns regarding visual triggers such as \u201cinstagrammable\u201d aesthetics, digital validation, and menu uniqueness alongside weight loss claims. Conversely, seniors (aged 61 and older) lean unexpectedly towards X. This older segment displays pragmatic, utility-driven motives, searching for detailed textual data about ingredients and the health-promoting properties of food. General product quality and calorie control were identified as universal factors that do not vary by generation. Conclusions and Managerial Implications: The digital transformation of the Polish restaurant industry does not follow a single path. Social media is closely linked to modern customer journeys, with physical dining spots frequently serving as spaces for socialisation. Consequently, restaurant operators should move away from mass communication and adopt a selective omnichannel strategy, where message formats shift from visual appeal to factual, nutrition-oriented text that is tailored to the digital literacy and dietary needs of each generation.<\/jats:p>","DOI":"10.3390\/nu18162727","type":"journal-article","created":{"date-parts":[[2026,8,20]],"date-time":"2026-08-20T16:05:19Z","timestamp":1787241919000},"page":"2727","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Social Media and out of Home Food Selection and Health Promoting Choices: A Generational Perspective in Poland"],"prefix":"10.3390","volume":"18","author":[{"given":"Andrzej","family":"Soroka","sequence":"first","affiliation":[{"name":"Faculty of Medical and Health Sciences, University of Siedlce, Boleslawa. Prusa 14, 08-110 Siedlce, Poland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Agnieszka","family":"Godlewska","sequence":"additional","affiliation":[{"name":"Faculty of Medical and Health Sciences, University of Siedlce, Boleslawa. Prusa 14, 08-110 Siedlce, Poland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3786-8861","authenticated-orcid":false,"given":"Anna Katarzyna","family":"Mazurek-Kusiak","sequence":"additional","affiliation":[{"name":"Department of Tourism and Recreation, University of Life Sciences in Lublin, Akademicka 15, 20-950 Lublin, Poland"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2026,8,20]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","unstructured":"Makowska, M., Boguszewski, R., and Hrehorowicz, A. (2024). Generational differences in food choices and consumer behaviors in the context of sustainable development. Foods, 13.","DOI":"10.3390\/foods13040521"},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"1708","DOI":"10.1111\/obr.12929","article-title":"Media food marketing and eating outcomes among preadolescents and adolescents: A systematic review and meta-analysis","volume":"20","author":"Qutteina","year":"2019","journal-title":"Obes. Rev."},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"53","DOI":"10.1016\/j.bandc.2015.08.006","article-title":"Eating with our eyes: From visual hunger to digital satiation","volume":"110","author":"Spence","year":"2016","journal-title":"Brain Cogn."},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"e20182554","DOI":"10.1542\/peds.2018-2554","article-title":"Social Media Influencer Marketing and Children\u2019s Food Intake: A Randomized Trial","volume":"143","author":"Coates","year":"2019","journal-title":"Pediatrics"},{"key":"ref_5","first-page":"102168","article-title":"Setting the future of digital and social media marketing research: Perspectives and research propositions","volume":"59","author":"Dwivedi","year":"2021","journal-title":"Int. J. Inf. Manag."},{"key":"ref_6","doi-asserted-by":"crossref","unstructured":"Godlewska, A., Mazurek-Kusiak, A.K., and Soroka, A. (2025). The Role of Social Media in Food Product Choices Made by Polish Consumers. Nutrients, 17.","DOI":"10.3390\/nu17111801"},{"key":"ref_7","doi-asserted-by":"crossref","unstructured":"Wolny, R.G., Kol, J., Stolecka-Makowska, A.E., and Szojda, G.N. (2025). Digital consumer behavior in Poland and its environmental impact within the framework of sustainability. Sustainability, 17.","DOI":"10.3390\/su17104691"},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"253","DOI":"10.1002\/cb.1708","article-title":"Consumer acceptance of innovations in food: A survey among Polish consumers","volume":"17","author":"Sajdakowska","year":"2018","journal-title":"J. Consum. Behav."},{"key":"ref_9","unstructured":"Statistics Poland (GUS) (2024). Dzia\u0142alno\u015b\u0107 Gastronomiczna w Polsce w 2023 r., Statistics Poland."},{"key":"ref_10","first-page":"244","article-title":"Eating out preferences among young adults in Poland and Greece","volume":"19","author":"Drosinos","year":"2021","journal-title":"CyTA J. Food"},{"key":"ref_11","first-page":"367","article-title":"The impact of socio-demographic factors on consumer attitudes and behaviors towards food consumption the case of Poland","volume":"216","author":"Michalak","year":"2025","journal-title":"Zesz. Naukowe. Organ. I Zarz\u0105dzanie. Politech. \u015al\u0105ska"},{"key":"ref_12","unstructured":"Spence, C. (2017). Gastrophysics: The New Science of Eating, Viking."},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"70","DOI":"10.1186\/s12966-018-0696-y","article-title":"Social media use for nutrition outcomes in young adults: A mixed-methods systematic review","volume":"15","author":"Klassen","year":"2018","journal-title":"Int. J. Behav. Nutr. Phys. Act."},{"key":"ref_14","doi-asserted-by":"crossref","unstructured":"Plichta, M., and Je\u017cewska-Zychowicz, M. (2023). Nutrition knowledge, diet quality, and orthorexic behaviors in Polish students: A pre-post repeated cross-sectional study. PLoS ONE, 18.","DOI":"10.1371\/journal.pone.0287165"},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"124036","DOI":"10.1016\/j.jclepro.2020.124036","article-title":"Sustainable consumption: How does social media affect food choices?","volume":"277","author":"Simeone","year":"2020","journal-title":"J. Clean. Prod."},{"key":"ref_16","doi-asserted-by":"crossref","unstructured":"Juber, J., Montez de Sousa, \u00cd.R., Kreher, J., Rademacher, C., and Brombach, C. (2025). Cross-national survey about nutrition and nutrition communication among older adults aged 60 years and above. Nutrients, 17.","DOI":"10.3390\/nu17020315"},{"key":"ref_17","doi-asserted-by":"crossref","first-page":"19","DOI":"10.1111\/1747-0080.12581","article-title":"Social media, body image, and food choices in healthy young adults: A mixed-methods systematic review","volume":"77","author":"Rounsefell","year":"2019","journal-title":"Nutr. Diet."},{"key":"ref_18","doi-asserted-by":"crossref","unstructured":"Soroka, A., and Wojciechowska-Solis, J. (2019). Consumer motivation to buy organic food depends on lifestyle. Foods, 8.","DOI":"10.3390\/foods8110581"},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"345","DOI":"10.4467\/23540214ZM.23.024.20055","article-title":"Wp\u0142yw Social Media marketingu na konsument\u00f3w pokolenia Z","volume":"11","author":"Koczy","year":"2023","journal-title":"Zarz\u0105dzanie Mediami"},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"1146","DOI":"10.1080\/15528014.2023.2263705","article-title":"The magic is in the mix: A uses and gratifications approach to the cross-media use of food-related media content","volume":"27","author":"Cuykx","year":"2023","journal-title":"Food Cult. Soc."},{"key":"ref_21","doi-asserted-by":"crossref","unstructured":"Halicka, E., Kaczorowska, J., Rejman, K., and Plichta, M. (2025). Investigating the Consumer Choices of Gen Z: A Sustainable Food System Perspective. Nutrients, 17.","DOI":"10.3390\/nu17030591"},{"key":"ref_22","first-page":"410","article-title":"Zachowania konsumenckie os\u00f3b starszych w Polsce","volume":"2","author":"Zalega","year":"2016","journal-title":"Handel Wewn\u0119trzny"},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"e34790","DOI":"10.2196\/34790","article-title":"Online health information seeking behaviors among older adults: A systematic scoping review","volume":"24","author":"Zhao","year":"2022","journal-title":"J. Med. Internet Res."},{"key":"ref_24","doi-asserted-by":"crossref","unstructured":"Kowalczuk, I., Stangierska, D., G\u0119bski, J., Tul-Krzyszczuk, A., and Zmudczy\u0144ska, E. (2021). Digital Consumers in the Foodservices Market. Sustainability, 13.","DOI":"10.3390\/su13137403"},{"key":"ref_25","unstructured":"Saunders, M.N.K., Lewis, P., and Thornhill, A. (2019). Research Methods for Business Students, Pearson. [8th ed.]."},{"key":"ref_26","first-page":"1","article-title":"A technique for the measurement of attitudes","volume":"140","author":"Likert","year":"1932","journal-title":"Arch. Psychol."},{"key":"ref_27","unstructured":"Hair, J.F., Babin, B.J., Anderson, R.E., and Black, W.C. (2019). Multivariate Data Analysis, Cengage Learning. [8th ed.]."},{"key":"ref_28","unstructured":"D\u0105browska, A. (2020). Zaufanie konsument\u00f3w do nowych rodzaj\u00f3w \u017cywno\u015bci. Bezpiecze\u0144stwo Konsument\u00f3w (Na Rynku \u017bywno\u015bci), Oficyna Wydawnicza SGH w Warszawie."},{"key":"ref_29","doi-asserted-by":"crossref","unstructured":"Zalega, T. (2024). Miejscy Srebrni Single w Polsce. Sytuacja Materialna, Konsumpcja, Zachowania Konsumenckie i Trendy, Wydawnictwa Uniwersytetu Warszawskiego.","DOI":"10.7172\/978-83-235-6505-5.swwz.21"},{"key":"ref_30","unstructured":"Tabachnick, B.G., and Fidell, L.S. (2019). Using Multivariate Statistics, Pearson. [7th ed.]."},{"key":"ref_31","unstructured":"Field, A. (2018). Discovering Statistics Using IBM SPSS Statistics, SAGE Publications. [5th ed.]."},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"113595","DOI":"10.1016\/j.socscimed.2020.113595","article-title":"I tweet, they follow, you eat: Number of followers as nudge on social media to eat more healthily","volume":"269","author":"Charry","year":"2021","journal-title":"Soc. Sci. Med."},{"key":"ref_33","doi-asserted-by":"crossref","unstructured":"Jang, J.A., Kim, J.-M., and Jung, H. (2024). Impact of Social Media Use on Segmentation of Dining out Behavior Among Younger Generations: A Case Study in South Korea. Foods, 13.","DOI":"10.3390\/foods13244146"},{"key":"ref_34","doi-asserted-by":"crossref","first-page":"6008","DOI":"10.1038\/s41598-022-08437-0","article-title":"A digital media literacy intervention for older adults improves resilience to fake news","volume":"12","author":"Moore","year":"2022","journal-title":"Sci. Rep."},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"471","DOI":"10.1177\/01640275251341447","article-title":"Older adults\u2019 information use on social media: The role of basic psychological needs and personality traits","volume":"47","author":"Anter","year":"2025","journal-title":"Res. 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