Submitted:
04 March 2025
Posted:
05 March 2025
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Abstract
Background/Objectives: Vaccination significantly reduces mortality from COVID-19; however, uptake has declined, with most vaccine hesitancy observed among young adults. Reasons behind low COVID-19 vaccine uptake in this population are poorly understood. The aim of this study was to investigate the role of conspiracy theory mentality and vaccination beliefs as potential predictors of COVID-19 vaccination adherence behaviours (i.e. vaccine hesitancy and uptake). Methods: A cross-sectional design was adopted using an online survey, where validated questionnaires adapted for COVID-19 were distributed to one university cohort and on social media platforms targeting young adults in the UK (students aged 18–25-years-old). Quantitative measures included beliefs about vaccinations (Beliefs about Medicines Questionnaire [BMQ] – BMQ-Specific adapted for COVID-19 vaccination and BMQ-General adapted for vaccinations in general), conspiracy theory mentality (Vaccine Conspiracy Beliefs Scale - COVID-19) and vaccine hesitancy (Oxford Vaccine Hesitancy Scale). Vaccine uptake was measured by capturing the number of self-reported doses of COVID-19 vaccination received. Demographic characteristics were also collected and linear regression analysis conducted to identify determinants of vaccination behaviours. Results: One hundred and sixty-three valid responses were analyzed. All adapted scales showed acceptable internal consistency (Cronbach’s alpha values >0.64). COVID-19 vaccination beliefs (BMQ-Necessity-Concerns Differential), age and conspiracy mentality were significantly associated with vaccine hesitancy (F=76.6; Variance = 71.2%, adjusted R2=0.703). Only COVID-19 vaccine beliefs (Necessity-Concerns Differential) was predictive of vaccine uptake (F=14.866, Variance = 22.9%, adjusted R2=0.214). Increasing age was also associated with more negative vaccination beliefs (BMQ-Concerns - Beta=0.707, t=6.824, p<0.001: BMQ-Necessity- Beta =-0.882, t=-9.558, p<0.001) and vaccine hesitancy (Beta=1.976, t=2.481, p<0.05), but not vaccine uptake. Conclusions: These findings indicate that effective strategies to decrease vaccine hesitancy and promote vaccine uptake among young adults in the UK should aim to modify the underlying psychological factors that drive misconceptions about COVID-19 vaccination and conspiracy beliefs.
Keywords:
1. Introduction
1.2. Vaccine Hesitancy and Beliefs about Medicines
1.3. Conspiracy Mentality
1.4. Study Rational, Aims and Hypothesis
2. Materials and Methods
2.1. Overview of Study Design
2.2. Participants and Recruitment
2.3. Measures
2.3.1. Beliefs about Medicines
2.3.2. Vaccine Conspiracy Beliefs
2.3.3. Vaccination Adherence Behaviours -Vaccine Hesitancy and Uptake
2.4. Data Analysis
3. Results
3.1. Sample and Demographic Characteristics
3.2. Internal Reliability of Scales and Scale Scores
3.3. Demographic Characteristics and COVID-19 Vaccination Adherence Behaviours
3.4. Relationships between Vaccination Adherence Behaviours, Beliefs about Vaccination and Conspiracy Mentality
3.4.1. Outcome Variables – Vaccination Adherence Behaviours
3.4.2. Linear Regression Analysis
3.5.2. COVID-19 Vaccine Uptake
4. Discussion
4.1. Limitations
4.2. Future Research
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Conflicts of Interest
References
- Jasiński M, Dubelt J, Cybula-Misiurek M, Jasińska E. Kult piękniej i szczupłej sylwetki a zagrożenia zdrowia młodzieży. In: Tatarczuk J, Zboina B, Dąbrowski P, editors. Zagrożenie życia i zdrowia człowieka. Wydawnictwo Naukowe NeuroCentrum; 2017:133-146.
- Kochman, D.; Jaszczak, M. Zaburzenia odżywiania się – częsty problem współczesnej młodzieży. 2021, 6, 110–128. [CrossRef]
- Padín, P.F.; González-Rodríguez, R.; Verde-Diego, C.; Vázquez-Pérez, R. Social media and eating disorder psychopathology: A systematic review. Cyberpsychology: J. Psychosoc. Res. Cyberspace 2021, 15. [Google Scholar] [CrossRef]
- Cambridge University Press. (n.d.). Clean eating. In Cambridge English Dictionary. [Retrieved .02.2025 from https://dictionary.cambridge. 27 February.
- Koven, N.; Abry, A. The clinical basis of orthorexia nervosa: emerging perspectives. Neuropsychiatr. Dis. Treat. 2015, 11, 385–394. [Google Scholar] [CrossRef] [PubMed]
- Możdżonek, P.; Antosik, K. Creating of dietary trends in the media and their influence on the development of eating disorders. Nurs. Public Heal. 2017, 7, 159–164. [Google Scholar] [CrossRef]
- Albertelli, T.; Carretier, E.; Loisel, A.; Moro, M.-R.; Blanchet, C. Vegetarianism and eating disorders: The subjective experience of healthcare professionals. Appetite 2023, 193, 107136. [Google Scholar] [CrossRef]
- Kent, G.; Kehoe, L.; Flynn, A.; Walton, J. Plant-based diets: a review of the definitions and nutritional role in the adult diet. Proc. Nutr. Soc. 2021, 81, 62–74. [Google Scholar] [CrossRef] [PubMed]
- Melina, V.; Craig, W.; Levin, S. Position of the Academy of Nutrition and Dietetics: Vegetarian Diets. J. Acad. Nutr. Diet. 2016, 116, 1970–1980. [Google Scholar] [CrossRef]
- Selinger, E.; Neuenschwander, M.; Koller, A.; Gojda, J.; Kühn, T.; Schwingshackl, L.; Barbaresko, J.; Schlesinger, S. Evidence of a vegan diet for health benefits and risks – an umbrella review of meta-analyses of observational and clinical studies. Crit. Rev. Food Sci. Nutr. 2022, 63, 9926–9936. [Google Scholar] [CrossRef]
- Koeder, C.; Perez-Cueto, F.J.A. Vegan nutrition: a preliminary guide for health professionals. Crit. Rev. Food Sci. Nutr. 2022, 64, 670–707. [Google Scholar] [CrossRef]
- Fehér, A.; Gazdecki, M.; Véha, M.; Szakály, M.; Szakály, Z. A Comprehensive Review of the Benefits of and the Barriers to the Switch to a Plant-Based Diet. Sustainability 2020, 12, 4136. [Google Scholar] [CrossRef]
- Brytek-Matera, A.; Czepczor-Bernat, K.; Jurzak, H.; Kornacka, M.; Kołodziejczyk, N. Strict health-oriented eating patterns (orthorexic eating behaviours) and their connection with a vegetarian and vegan diet. Eat. Weight. Disord. - Stud. Anorexia, Bulim. Obes. 2018, 24, 441–452. [Google Scholar] [CrossRef]
- Banna, J.C.; Panizza, C.E.; Boushey, C.J.; Delp, E.J.; Lim, E. Association between Cognitive Restraint, Uncontrolled Eating, Emotional Eating and BMI and the Amount of Food Wasted in Early Adolescent Girls. Nutrients 2018, 10, 1279. [Google Scholar] [CrossRef]
- Brytek-Matera, A. Restrained Eating and Vegan, Vegetarian and Omnivore Dietary Intakes. Nutrients 2020, 12, 2133. [Google Scholar] [CrossRef] [PubMed]
- Heiss S, Hormes JM, Timko CA. Vegetarianism and eating disorders. In: Vegetarian and Plant-Based Diets in Health and Disease Prevention. Academic Press; 2017:51-69.
- Dittfeld, A.; Gwizdek, K.; Jagielski, P.; Brzęk, J.; Ziora, K. A Study on the relationship between orthorexia and vegetarianism using the BOT (Bratman Test for Orthorexia). Psychiatr. Polska 2017, 51, 1133–1144. [Google Scholar] [CrossRef]
- Barthels, F.; Meyer, F.; Pietrowsky, R. Orthorexic and restrained eating behaviour in vegans, vegetarians, and individuals on a diet. Eat. Weight. Disord. - Stud. Anorexia, Bulim. Obes. 2018, 23, 159–166. [Google Scholar] [CrossRef]
- Curtis MJ, Comer LK. Vegetarianism, dietary restraint, and feminist identity. Eat Behav. 2006;7(2):91-104.
- Şentürk, E.; Şentürk, B.G.; Erus, S.; Geniş, B.; Coşar, B. Dietary patterns and eating behaviors on the border between healthy and pathological orthorexia. Eat. Weight. Disord. - Stud. Anorexia, Bulim. Obes. 2022, 27, 3279–3288. [Google Scholar] [CrossRef]
- Depa, J.; Barrada, J.R.; Roncero, M. Are the Motives for Food Choices Different in Orthorexia Nervosa and Healthy Orthorexia? Nutrients 2019, 11, 697. [Google Scholar] [CrossRef] [PubMed]
- Grammatikopoulou, M.G.; Gkiouras, K.; Markaki, A.; Theodoridis, X.; Tsakiri, V.; Mavridis, P.; Dardavessis, T.; Chourdakis, M. Food addiction, orthorexia, and food-related stress among dietetics students. Eat. Weight. Disord. - Stud. Anorexia, Bulim. Obes. 2018, 23, 459–467. [Google Scholar] [CrossRef]
- Zickgraf, H.F.; Barrada, J.R. Orthorexia nervosa vs. healthy orthorexia: relationships with disordered eating, eating behavior, and healthy lifestyle choices. Eat. Weight. Disord. - Stud. Anorexia, Bulim. Obes. 2021, 27, 1313–1325. [Google Scholar] [CrossRef]
- Yakın, E.; Obeid, S.; Fekih-Romdhane, F.; Soufia, M.; Sawma, T.; Samaha, S.; Mhanna, M.; Azzi, R.; Mina, A.; Hallit, S. “In-between orthorexia” profile: the co-occurrence of pathological and healthy orthorexia among male and female non-clinical adolescents. J. Eat. Disord. 2022, 10, 1–13. [Google Scholar] [CrossRef]
- Gortat, M.; Samardakiewicz, M.; Perzyński, A. Orthorexia nervosa – a distorted approach to healthy eating. Psychiatr. Polska 2021, 55, 421–433. [Google Scholar] [CrossRef]
- Horovitz, O.; Argyrides, M. Orthorexia and Orthorexia Nervosa: A Comprehensive Examination of Prevalence, Risk Factors, Diagnosis, and Treatment. Nutrients 2023, 15, 3851. [Google Scholar] [CrossRef] [PubMed]
- Donini, L.M.; Barrada, J.R.; Barthels, F.; Dunn, T.M.; Babeau, C.; Brytek-Matera, A.; Cena, H.; Cerolini, S.; Cho, H.-H.; Coimbra, M.; et al. A consensus document on definition and diagnostic criteria for orthorexia nervosa. Eat. Weight. Disord. - Stud. Anorexia, Bulim. Obes. 2022, 27, 3695–3711. [Google Scholar] [CrossRef]
- Parra-Fernández, M.L.; Manzaneque-Cañadillas, M.; Onieva-Zafra, M.D.; Fernández-Martínez, E.; Fernández-Muñoz, J.J.; Prado-Laguna, M.d.C.; Brytek-Matera, A. Pathological Preoccupation with Healthy Eating (Orthorexia Nervosa) in a Spanish Sample with Vegetarian, Vegan, and Non-Vegetarian Dietary Patterns. Nutrients 2020, 12, 3907. [Google Scholar] [CrossRef]
- Heiss, S.; Timko, C.A.; Hormes, J.M. Confirmatory factor analysis of the EDE-Q in vegans and omnivores: Support for the brief three factor model. Eat. Behav. 2020, 39, 101447. [Google Scholar] [CrossRef]
- McLean, C.P.; Kulkarni, J.; Sharp, G. Disordered eating and the meat-avoidance spectrum: a systematic review and clinical implications. Eat. Weight. Disord. - Stud. Anorexia, Bulim. Obes. 2022, 27, 2347–2375. [Google Scholar] [CrossRef]
- Małachowska, A.; Jeżewska-Zychowicz, M.; Gębski, J. Polish Adaptation of the Dutch Eating Behaviour Questionnaire (DEBQ): The Role of Eating Style in Explaining Food Intake—A Cross-Sectional Study. Nutrients 2021, 13, 4486. [Google Scholar] [CrossRef] [PubMed]
- Valente, M.; Syurina, E.V.; Donini, L.M. Shedding light upon various tools to assess orthorexia nervosa: a critical literature review with a systematic search. Eat. Weight. Disord. - Stud. Anorexia, Bulim. Obes. 2019, 24, 671–682. [Google Scholar] [CrossRef]
- Gillies, N.A.; Worthington, A.; Li, L.; Conner, T.S.; Bermingham, E.N.; Knowles, S.O.; Cameron-Smith, D.; Hannaford, R.; Braakhuis, A. Adherence and eating experiences differ between participants following a flexitarian diet including red meat or a vegetarian diet including plant-based meat alternatives: findings from a 10-week randomised dietary intervention trial. Front. Nutr. 2023, 10, 1174726. [Google Scholar] [CrossRef]
- Arslan, M.; Ayhan, N.Y.; Sarıyer, E.T.; Çolak, H.; Çevik, E. The Effect of Bigorexia Nervosa on Eating Attitudes and Physical Activity: A Study on University Students. Int. J. Clin. Pr. 2022, 2022, 1–11. [Google Scholar] [CrossRef]
- Kalika, E.; Egan, H.; Mantzios, M. Exploring the role of mindful eating and self-compassion on eating behaviours and orthorexia in people following a vegan diet. Eat. Weight. Disord. - Stud. Anorexia, Bulim. Obes. 2022, 27, 2641–2651. [Google Scholar] [CrossRef]
- Styk, W.; Gortat, M.; Samardakiewicz-Kirol, E.; Zmorzynski, S.; Samardakiewicz, M. Measuring Pathological and Nonpathological Orthorexic Behavior: Validation of the Teruel Orthorexia Scale (TOS) among Polish Adults. Nutrients 2024, 16, 638. [Google Scholar] [CrossRef]
- Albery, I.P.; Shove, E.; Bartlett, G.; Frings, D.; Spada, M.M. Individual differences in selective attentional bias for healthy and unhealthy food-related stimuli and social identity as a vegan/vegetarian dissociate “healthy” and “unhealthy” orthorexia nervosa. Appetite 2022, 178, 106261. [Google Scholar] [CrossRef]
- McLean, C.P.; Kulkarni, J.; Sharp, G. The 26-Item Eating Attitudes Test (EAT-26): Psychometric Properties and Factor Structure in Vegetarians and Vegans. Nutrients 2023, 15, 297. [Google Scholar] [CrossRef]
- Heiss, S.; Coffino, J.A.; Hormes, J.M. What does the ORTO-15 measure? Assessing the construct validity of a common orthorexia nervosa questionnaire in a meat avoiding sample. Appetite 2018, 135, 93–99. [Google Scholar] [CrossRef] [PubMed]
- Dorard, G.; Mathieu, S. Vegetarian and omnivorous diets: A cross-sectional study of motivation, eating disorders, and body shape perception. Appetite 2020, 156, 104972. [Google Scholar] [CrossRef] [PubMed]
- Kamiński, M.; Skonieczna-Żydecka, K.; Nowak, J.K.; Stachowska, E. Global and local diet popularity rankings, their secular trends, and seasonal variation in Google Trends data. Nutrition 2020, 79-80, 110759. [Google Scholar] [CrossRef] [PubMed]
- Sergentanis, T.N.; Chelmi, M.-E.; Liampas, A.; Yfanti, C.-M.; Panagouli, E.; Vlachopapadopoulou, E.; Michalacos, S.; Bacopoulou, F.; Psaltopoulou, T.; Tsitsika, A. Vegetarian Diets and Eating Disorders in Adolescents and Young Adults: A Systematic Review. Children 2020, 8, 12. [Google Scholar] [CrossRef]
- A Klopp, S.; Heiss, C.J.; Smith, H.S. Self-reported vegetarianism may be a marker for college women at risk for disordered eating. J. Am. Diet. Assoc. 2003, 103, 745–747. [Google Scholar] [CrossRef]
- Baş, M.; Karabudak, E.; Kiziltan, G. Vegetarianism and eating disorders: association between eating attitudes and other psychological factors among Turkish adolescents. Appetite 2005, 44, 309–315. [Google Scholar] [CrossRef]
- Valente, M.; Syurina, E.V.; Muftugil-Yalcin, S.; Cesuroglu, T. "Keep Yourself Alive": From Healthy Eating to Progression to Orthorexia Nervosa A Mixed Methods Study among Young Women in the Netherlands. Ecol. Food Nutr. 2020, 59, 578–597. [Google Scholar] [CrossRef]
- Paslakis, G.; Richardson, C.; Nöhre, M.; Brähler, E.; Holzapfel, C.; Hilbert, A.; de Zwaan, M. Author Correction: Prevalence and psychopathology of vegetarians and vegans – Results from a representative survey in Germany. Sci. Rep. 2020, 10, 1–2. [Google Scholar] [CrossRef]
- McLean, C.P.; Chen, Z.; Song, R.; Le, J.; Fielding, J.; Sharp, G. Development and preliminary validation of a novel eating disorder screening tool for vegetarians and vegans: the V-EDS. J. Eat. Disord. 2024, 12, 1–16. [Google Scholar] [CrossRef]
- Gwioździk, W.; Krupa-Kotara, K.; Całyniuk, B.; Helisz, P.; Grajek, M.; Głogowska-Ligus, J. Traditional, Vegetarian, or Low FODMAP Diets and Their Relation to Symptoms of Eating Disorders: A Cross-Sectional Study among Young Women in Poland. Nutrients 2022, 14, 4125. [Google Scholar] [CrossRef] [PubMed]
- Fuller, S.J.; Brown, A.; Rowley, J.; Elliott-Archer, J. Veganism and eating disorders: assessment and management considerations. Bjpsych Bull. 2021, 46, 116–120. [Google Scholar] [CrossRef]
- Ambwani, S.; Shippe, M.; Gao, Z.; Austin, S.B. Is #cleaneating a healthy or harmful dietary strategy? Perceptions of clean eating and associations with disordered eating among young adults. J. Eat. Disord. 2019, 7, 17. [Google Scholar] [CrossRef]
- Strahler, J.; Hermann, A.; Walter, B.; Stark, R. Orthorexia nervosa: A behavioral complex or a psychological condition? J. Behav. Addict. 2018, 7, 1143–1156. [Google Scholar] [CrossRef]
- Missbach, B.; Hinterbuchinger, B.; Dreiseitl, V.; Zellhofer, S.; Kurz, C.; König, J. When Eating Right, Is Measured Wrong! A Validation and Critical Examination of the ORTO-15 Questionnaire in German. PLOS ONE 2015, 10, e0135772. [Google Scholar] [CrossRef]
- Reynolds, R.; McGowan, A.; Smith, S.; Rawstorne, P. Vegan and vegetarian males and females have higher orthorexic traits than omnivores, and are motivated in their food choice by factors including ethics and weight control. Nutr. Heal. 2023. [Google Scholar] [CrossRef]
- Dunn, T.M.; Gibbs, J.; Whitney, N.; Starosta, A. Prevalence of orthorexia nervosa is less than 1 %: data from a US sample. Eat. Weight. Disord. - Stud. Anorexia, Bulim. Obes. 2016, 22, 185–192. [Google Scholar] [CrossRef]
- Çiçekoğlu, P.; Tunçay, G.Y. A Comparison of Eating Attitudes Between Vegans/Vegetarians and Nonvegans/Nonvegetarians in Terms of Orthorexia Nervosa. Arch. Psychiatr. Nurs. 2018, 32, 200–205. [Google Scholar] [CrossRef]
- Dell’Osso, L.; Abelli, M.; Carpita, B.; Massimetti, G.; Pini, S.; Rivetti, L.; Gorrasi, F.; Tognetti, R.; Ricca, V.; Carmassi, C. Orthorexia nervosa in a sample of Italian university population. Riv. Psichiatr. 2016, 51, 190–196. [Google Scholar] [CrossRef] [PubMed]
- Parker, H.W.; Vadiveloo, M.K. Diet quality of vegetarian diets compared with nonvegetarian diets: a systematic review. Nutr. Rev. 2019, 77, 144–160. [Google Scholar] [CrossRef] [PubMed]
- McLean, C.P.; Chen, Z.; Fielding, J.; Sharp, G. Preliminary identification of clinical cut-off of the vegetarian vegan eating disorder screener (V-EDS) in a community and self-reported clinical sample of vegetarians and vegans. J. Eat. Disord. 2024, 12, 1–6. [Google Scholar] [CrossRef] [PubMed]
|
Scale / Variable (n= number of items; Mid-point of scale) |
Cronbach’s alpha (alpha value of original scale) |
Min. (Min. possible score) |
Max. (Max possible score) |
Mean (SD) | Percentage above the mid-point of the scale |
| BMQ Specific – Necessity (n=5; MP=15) |
0.81 (0.85) |
5.0 (5.0) |
23.0 (25.0) |
12.6 (4.04) | 25.2% |
| BMQ Specific – Concern (n=5; MP=15)) |
0.76 (0.65) |
5.0 (5.0) |
23.0 (25.0) |
11.5 (3.93) | 17.3% |
| Necessity-Concerns Differential (NCD) (MP=0) | N/A | -16.0 (-25.0) |
13.0 (0) |
1.1 (6.04) | 52.5% |
| BMQ General -Harm (n=5 ; MP =15) |
0.71 (0.51) |
5.0 (5.0) |
21.0 (25.0) |
12.3 (2.95) | 8.4% |
| BMQ General -Overuse (n=3 ; MP = 9) |
0.64 (0.60) |
3.0 (3.0) |
11.0 (15) |
7.1 (1.99) | 11% |
| Vaccine Conspiracy Mentality (n=7; MP=21) |
0.89 (0.92) |
9.0 (7.0) |
35.0 (35.0) |
20.1 (5.19) | 40.1% |
| COVID-19 Vaccine Hesitancy (n=7: MP=19.5) |
0.92 (0.97) |
7.0 (7.0) |
35.0 (42.0) |
23.6 (6.66) | 41.1% |
| Vaccine Uptake (N/A) |
N/A | 1.0 (1.0) |
5.0 (5.0) |
2.6 (0.80) Median=3 |
N/A |
|
Unstandardised Coefficients |
95% Confidence Intervals |
||||
| B | S.E. | Lower to Upper | t | Sig. | |
| Necessity-Concerns Differential | -0.808 | 0.074 | -0.96 to -0.66 | -10.879 | <0.001 |
| Age | 1.910 | 0.800 | 0.30 to 3.49 | 2.388 | <0.05 |
| BMQ-Overuse | -0.316 | 0.221 | -0.75 to 0.12 | -1.430 | 0.155 |
| BMQ-Harm | 0.211 | 0.137 | -0.06 to 0.48 | 1.536 | 0.127 |
| Conspiracy Mentality | 0.281 | 0.091 | 0.10 to 0.46 | 3.089 | <0.05 |
|
Unstandardised Coefficients |
95% Confidence Intervals |
||||
| B | S.E. | Lower to Upper | t | Sig. | |
| BMQ-Necessity-Concerns Differential | 0.057 | 0.018 | 0.002 to 0.02 | 3.2241 | 0.002 |
| Conspiracy Mentality | 0.001 | 0.016 | -0.30 to 0.03 | 0.075 | 0.940 |
| Vaccine Hesitancy | -0.012 | 0.014 | -0.39 to 0.02 | -0.816 | 0.416 |
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