Association of personality traits and socio-environmental factors with COVID-19 pandemic-related conspiratorial thinking in the D-A-CH region

Ahmed W, Vidal-Alaball J, Downing J, López Seguí F (2020) COVID-19 and the 5G conspiracy theory: social network analysis of Twitter data. J Med Int Res 22(5):e19458. https://doi.org/10.2196/19458 Allington D, McAndrew S, Moxham-Hall V, Duffy B (2021) Coronavirus conspiracy suspicions, general vaccine attitudes, trust, and coronavirus information source as predictors of vaccine hesitancy among UK residents during the COVID-19 pandemic. Psychol Med. https://doi.org/10.1017/S0033291721001434 Baker SA (2022) Alt. Health Influencers: how wellness culture and web culture have been weaponised to promote conspiracy theories and far-right extremism during the COVID-19 pandemic. Eur J Cultural Stud 25(1):3–24. https://doi.org/10.1177/13675494211062623 Bartlett MS (1937) Properties of sufficiency and statistical tests. Proc R Stat Soc Ser A 1:268–282 Beierlein C, Kemper C, Kovaleva A, Rammstedt B (2012) Kurzskala zur Messung des zwischenmenschlichen Vertrauens: Die Kurzskala Interpersonales Vertrauen (KUSIV3). Working Paper Bierwiaczonek K, Kunst JR, Pich O (2020) Belief in COVID-19 conspiracy theories reduces social distancing over time. Appl Psychol Health Well-Being 12(4):1270–1285. https://doi.org/10.1111/aphw.12223 Brotherton R (2015) Suspicious minds: why we believe conspiracy theories. Bloomsbury Sigma, New York Brotherton R, French CC, Pickering AD (2013) Measuring belief in conspiracy theories: the generic conspiracist beliefs scale. Front Psychol 4:1–15. https://doi.org/10.3389/fpsyg.2013.00279 Brown JD (2009) Principal components analysis and exploratory factor analysis—definitions, differences, and choices. JALT Test Eval SIG Newsletter 13(1):26–30 Bussink-Voorend D, Hautvast JLA, Vandeberg L, Visser O, Hulscher MEJL (2022) A systematic literature review to clarify the concept of vaccine hesitancy. Nat Hum Behav. https://doi.org/10.1038/s41562-022-01431-6 BVerfG (2022) Beschluss des Ersten Senats vom 21, Juli 2022 Castanho Silva B, Vegetti F, Littvay L (2017) The elite is up to something: exploring the relation between populism and belief in conspiracy theories. Swiss Polit Sci Rev 23(4):423–443. https://doi.org/10.1111/spsr.12270 Colautti L, Cancer A, Magenes S, Antonietti A, Iannello P (2022) Risk-perception change associated with COVID-19 vaccine’s side effects: the role of individual differences. Int J Environ Res Public Health 19(3):1–14. https://doi.org/10.3390/ijerph19031189 De Coninck D, Frissen T, Matthijs K, d’Haenens L, Lits G, Champagne-Poirier O, Carignan M-E, David MD, Pignard-Cheynel N, Salerno S, Généreux M (2021) Beliefs in conspiracy theories and misinformation about COVID-19: comparative perspectives on the role of anxiety, depression and exposure to and trust in information sources. Front Psychol. https://doi.org/10.3389/fpsyg.2021.646394 Douglas KM, Leite AC (2017) Suspicion in the workplace: organizational conspiracy theories and work-related outcomes. Brit J Psychol (Lond, Engl: 1953) 108(3):486–506. https://doi.org/10.1111/bjop.12212 Douglas KM, Sutton RM (2023) What are conspiracy theories? A definitional approach to their correlates, consequences, and communication. Annu Rev Psychol 74(1):271–298. https://doi.org/10.1146/annurev-psych-032420-031329 Douglas KM, Sutton RM, Cichocka A (2017) The psychology of conspiracy theories. Curr Direct Psychol Sci 26(6):538–542. https://doi.org/10.1177/0963721417718261 Dow BJ, Johnson AL, Wang CS, Whitson J, Menon T (2021) The COVID-19 pandemic and the search for structure: social media and conspiracy theories. Soc Pers Psychol Compass 15(9):1–22. https://doi.org/10.1111/spc3.12636 Fathizadeh H, Afshar S, Reza M, Gholizadeh P (2020) SARS-CoV-2 (Covid-19) vaccines structure, mechanisms and effectiveness: a review. Int J Biol Macromol 188(January):740–750 Flaherty E, Sturm T, Farries E (2022) The conspiracy of Covid-19 and 5G: spatial analysis fallacies in the age of data democratization. Soc Sci Med (1982) 293:114546. https://doi.org/10.1016/j.socscimed.2021.114546 Förstl H (2020) Die COVID-19-Verschwörung in Theorie und Praxis [The COVID-conspiracy: theory and practice]. Dtsch Med Wochenschr 145(25):1870–1875 Franke VC, Elliott CN (2021) Meaninglessness, trust, and empathy in times of COVID-19. Societies 11(2):35 Gerlitz J-Y, Schupp J (2014) Research Notes Zur Erhebung der Big-Five-basierten Persönlichkeitsmerkmale im SOEP. DIW, Berlin Gjoneska B (2021) Conspiratorial beliefs and cognitive styles: an integrated look on analytic thinking, critical thinking, and scientific reasoning in relation to (dis)trust in conspiracy theories. Front Psychol. https://doi.org/10.3389/fpsyg.2021.736838 Goreis A, Voracek M (2019) A systematic review and meta-analysis of psychological research on conspiracy beliefs: field characteristics, measurement instruments, and associations with personality traits. Front Psychol. https://doi.org/10.3389/fpsyg.2019.00205 Hao F, Shao W (2022) Understanding the influence of political orientation, social network, and economic recovery on COVID-19 vaccine uptake among Americans. Vaccine 40(14):2191–2201. https://doi.org/10.1016/j.vaccine.2022.02.066 Hartmann M, Müller P (2023) Acceptance and adherence to COVID-19 preventive measures are shaped predominantly by conspiracy beliefs, mistrust in science and fear—a comparison of more than 20 psychological variables. Psychol Rep 126(4):1742–1783. https://doi.org/10.1177/00332941211073656 Hinz A, Sander C, Glaesmer H, Brähler E, Zenger M, Hilbert A, Kocalevent R-D (2016) Optimism and pessimism in the general population: psychometric properties of the Life Orientation Test (LOT-R). Int J Clin Health Psychol 17:161–170. https://doi.org/10.1016/j.ijchp.2017.02.003 Hirsch C, Kotkamp L (2021) Austria becomes first Western country to resort to mandatory coronavirus vaccination. Politico. https://www.politico.eu/article/austria-mandatory-coronavirus-vaccination-february/ Islam MS, Kamal A-HM, Kabir A, Southern DL, Khan SH, Hasan SMM, Sarkar T, Sharmin S, Das S, Roy T, Harun MGD, Chughtai AA, Homaira N, Seale H (2021) COVID-19 vaccine rumors and conspiracy theories: the need for cognitive inoculation against misinformation to improve vaccine adherence. PLoS ONE 16(5):e0251605. https://doi.org/10.1371/journal.pone.0251605 Jennings W, Stoker G, Bunting H, Valgarðsson VO, Gaskell J, Devine D, Mckay L, Mills MC (2021) Lack of trust, conspiracy beliefs, and social media use predict COVID-19 vaccine hesitancy. Vaccines (Basel) 9(6):593. https://doi.org/10.3390/vaccines9060593 Jolley D, Douglas KM (2014) The effects of anti-vaccine conspiracy theories on vaccination intentions. PLoS ONE 9(2):e89177. https://doi.org/10.1371/journal.pone.0089177 Jones C, Galbraith N, Boyda D, Martin DBH, Jackson K (2023) A latent profile analysis of COVID-19 conspiracy beliefs: associations with thinking styles, mistrust, socio-political control, need for closure and verbal intelligence. Pers Individ Differ 207:112155. https://doi.org/10.1016/j.paid.2023.112155 Juanchich M, Sirota M, Jolles D, Whiley LA (2021) Are COVID-19 conspiracies a threat to public health? Psychological characteristics and health protective behaviours of believers. Eur J Soc Psychol 51(6):969–989. https://doi.org/10.1002/ejsp.2796 Kaiser HF (1970) A second generation Little Jiffy. Psychometrika 35:401–415 Kantorowicz-Reznichenko E, Folmer CR, Kantorowicz J (2022) Don’t believe it! A global perspective on cognitive reflection and conspiracy theories about COVID-19 pandemic. Pers Individ Differ 194:111666. https://doi.org/10.1016/j.paid.2022.111666 Karafillakis E, Simas C, Jarrett C, Verger P, Peretti-Watel P, Dib F, De Angelis S, Takacs J, Ali KA, Pastore Celentano L, Larson H (2019) HPV vaccination in a context of public mistrust and uncertainty: a systematic literature review of determinants of HPV vaccine hesitancy in Europe. Hum Vaccines Immunother 15(7–8):1615–1627. https://doi.org/10.1080/21645515.2018.1564436 Kennedy J (2019) Populist politics and vaccine hesitancy in Western Europe: an analysis of national-level data. Eur J Public Health 29(3):512–516. https://doi.org/10.1093/eurpub/ckz004 Kim JH, Park J (2023) Perceived China threat, conspiracy belief, and public support for restrictive immigration control during the COVID-19 pandemic. Race Justice 13(1):130–152. https://doi.org/10.1177/21533687221125818 Klösch B, Hadler M, Reiter-Haas M, Lex E (2023) Polarized opinions on Covid-19 and environmental policy measures. The role of social media use and personal concerns in German-speaking countries. Innovation. https://doi.org/10.1080/13511610.2023.2201877 Konstantinou P, Georgiou K, Kumar N, Kyprianidou M, Nicolaides C, Karekla M, Kassianos AP (2021) Transmission of vaccination attitudes and uptake based on social contagion theory: a scoping review. Vaccines. https://doi.org/10.3390/vaccines9060607 Lazarus JV, Wyka K, White TM, Picchio CA, Rabin K, Ratzan SC, Parsons Leigh J, Hu J, El-Mohandes A (2022) Revisiting COVID-19 vaccine hesitancy around the world using data from 23 countries in 2021. Nat Commun 13(1):1–14. https://doi.org/10.1038/s41467-022-31441-x Lebernegg NS, Eberl J-M (2021) Coronavirus Verschwörungstheories: Gekommen um zu bleiben? Austrian Corona Panel Project. https://bit.ly/corona-blog118 Maes J, Schmitt M, Schmal A (1995) Fragebogen für Empathie und Perspektivenübernahme. Beltz, Weinheim Mascia D, Iacopino V, Frisicale EM, Iacovelli A, Boccia S, Poscia A (2020) The impact of school and after-school friendship networks on adolescent vaccination behavior. Vaccines. https://doi.org/10.3390/vaccines8010055 McCrae RR, Costa PT Jr (1999) A five-factor theory of personality. Handbook of personality: theory and research, 2nd edn. Guilford Press, New York, pp 139–153 Mesot J (2022) Advances in science diplomacy: showcasing new multidisciplinary approaches. In: Cauce AM, Flückiger Y, van der Zwaan B (eds) Universities as the fifth power? Opportunities, risks and strategies. Association Glion Colloquium, Geneva, pp 175–185 Oleksy T, Wnuk A, Maison D, Łyś A (2021) Content matters. Different predictors and social consequences of general and government-related conspiracy theories on COVID-19. Pers Individ Differ. https://doi.org/10.1016/J.PAID.2020.110289 Oliver JE, Wood TJ (2014) Conspiracy theories and the paranoid style(s) of mass opinion. Am J Polit Sci 58(4):952–966. https://doi.org/10.1111/ajps.12084 Pantazi M, Papaioannou K, Prooijen J (2022) Power to the people: the hidden link between support for direct democracy and belief in conspiracy theories. Polit Psychol 43(3):529–548. https://doi.org/10.1111/pops.12779 Paul KT, Eberl J-M, Partheymüller J (2021) Policy-relevant attitudes toward COVID-19 vaccination: associations with demography, health risk, and social and political factors. Front Public Health. https://doi.org/10.3389/fpubh.2021.671896 Pertwee E, Simas C, Larson HJ (2022) An epidemic of uncertainty: rumors, conspiracy theories and vaccine hesitancy. Nat Med 28(3):456–459. https://doi.org/10.1038/s41591-022-01728-z Pierre JM (2020) Mistrust and misinformation: a two-component, socio-epistemic model of belief in conspiracy theories. J Soc Polit Psychol 8(2):617–641. https://doi.org/10.5964/jspp.v8i2.1362 Pummerer L, Bö Hm R, Lilleholt L, Winter K, Zettler I, Sassenberg K (2022) Conspiracy theories and their societal effects during the COVID-19 pandemic. Soc Psychol Pers Sci 13(1):49–59. https://doi.org/10.1177/19485506211000217 Reid JC, Brown SJ, Dmello J (2023) COVID-19, diffuse anxiety, and public (mis)trust in government: empirical insights and implications for crime and justice. Crim Justice Rev. https://doi.org/10.1177/07340168231190673 Roose J (2020) Verschwörung in der Krise - Repräsentative Umfragen zum Glauben an Verschwörungstheorien vor und in der Corona-Krise. Konrad-Adenauer-Stiftung e.V, Berlin The Royal Society (2010) New frontiers in science diplomacy. https://www.aaas.org/sites/default/files/New_Frontiers.pdf Saiful M, Id I, Mostofa A-H, Id K, Kabir A, Southern DL, Khan SH, Hasan SMM, Sarkar T, Sharmin S, Das S, Roy T, Golam M, Harun D, Chughtai AA, Homaira N, Seale H (2021) COVID-19 vaccine rumors and conspiracy theories: the need for cognitive inoculation against misinformation to improve vaccine adherence. PLoS ONE 16(5):e0251605. https://doi.org/10.1371/journal.pone.0251605 Schernhammer ES, Weitzer J, Han E, Bertau M, Zenk L, Caniglia G, Laubichler MD, Birmann BM, Steiner G (2023) Determinants of trust in times of crises: a cross-sectional study of 3,065 German-speaking adults from the D-A-CH region. PLoS ONE 18(10):e0286488. https://doi.org/10.1371/journal.pone.0286488 Schernhammer E, Weitzer J, Laubichler MD, Birmann BM, Bertau M, Zenk L, Caniglia G, Jäger CC, Steiner G (2022) Correlates of COVID-19 vaccine hesitancy in Austria: trust and the government. J Public Health (Oxf, Engl) 44(1):e106–e116. https://doi.org/10.1093/pubmed/fdab122 Scholz RW, Steiner G (2015) Transdisciplinarity at the crossroads. Sustain Sci 10(4):521–526. https://doi.org/10.1007/s11625-015-0338-0 Steiner G, Laws D (2006) How appropriate are two established concepts from higher education for solving complex real-world problems? Int J Sustain High Edu 7(3):322–340. https://doi.org/10.1108/14676370610677874 Sternisko A, Cichocka A, Cislak A, Van Bavel JJ (2023) National Narcissism predicts the belief in and the dissemination of conspiracy theories during the COVID-19 pandemic: evidence from 56 countries. Pers Soc Psychol Bull 49(1):48–65. https://doi.org/10.1177/01461672211054947 Stoler J, Klofstad CA, Enders AM, Uscinski JE (2022) Sociopolitical and psychological correlates of COVID-19 vaccine hesitancy in the United States during summer 2021. Soc Sci Med 306(May):115112. https://doi.org/10.1016/j.socscimed.2022.115112 Sturgis P, Brunton-Smith I, Jackson J (2021) Trust in science, social consensus and vaccine confidence. Nat Hum Behav 5(11):1528–1534. https://doi.org/10.1038/s41562-021-01115-7 Svoboda E (2022) Mastering the art of persuasion during a pandemic. Nature 610(7933):S34–S36. https://doi.org/10.1038/d41586-022-03354-8 Swami V (2012) Social psychological origins of conspiracy theories: the case of the Jewish conspiracy theory in Malaysia. Front Psychol. https://doi.org/10.3389/fpsyg.2012.00280 Swami V, Coles R, Stieger S, Pietschnig J, Furnham A, Rehim S, Voracek M (2011) Conspiracist ideation in Britain and Austria: evidence of a monological belief system and associations between individual psychological differences and real-world and fictitious conspiracy theories. Brit J Psychol 102(3):443–463. https://doi.org/10.1111/j.2044-8295.2010.02004.x Syrek C, Bauer-Emmel C, Antoni CKJ (2011) Entwicklung und Validierung der Trierer Kurzskala zur Messung von Work-Life Balance (TKS-WLB). Diagnostica 57:134–145. https://doi.org/10.1026/0012-1924/a000044 Uscinski JE (2018) Conspiracy theory phobia. In: Uscinski JE (ed) Conspiracy theories and the people who believe them. Oxford University Press, Oxford. https://doi.org/10.1093/oso/9780190844073.001.0001 van Mulukom V, Pummerer LJ, Alper S, Bai H, Čavojová V, Farias J, Kay CS, Lazarevic LB, Lobato EJC, Marinthe G, Pavela Banai I, Šrol J, Žeželj I (2022) Antecedents and consequences of COVID-19 conspiracy beliefs: a systematic review. Soc Sci Med. https://doi.org/10.1016/j.socscimed.2022.114912 van Prooijen J-W, Douglas KM (2017) Conspiracy theories as part of history: the role of societal crisis situations. Memory Stud 10(3):323–333. https://doi.org/10.1177/1750698017701615 van Prooijen J-W, Douglas KM (2018) Belief in conspiracy theories: basic principles of an emerging research domain. Eur J Soc Psychol 48(7):897–908. https://doi.org/10.1002/ejsp.2530 van Prooijen J-W, van Vugt M (2018) Conspiracy theories: evolved functions and psychological mechanisms. Perspect Psychol Sci 13(6):770–788. https://doi.org/10.1177/1745691618774270 Walter AS, Drochon H (2022) Conspiracy thinking in Europe and America: a comparative study. Polit Stud 70(2):483–501. https://doi.org/10.1177/0032321720972616 Wang Y, Liu Y (2022) Multilevel determinants of COVID-19 vaccination hesitancy in the United States: a rapid systematic review. Prev Med Rep 25:101673. https://doi.org/10.1016/j.pmedr.2021.101673 Weitzer J, Birmann BM, Steffelbauer I, Bertau M, Zenk L, Caniglia G, Laubichler MD, Steiner G, Schernhammer ES (2022) Willingness to receive an annual COVID-19 booster vaccine in the German-speaking D-A-CH region in Europe: a cross-sectional study. Lancet Reg Health Europe 18:100414. https://doi.org/10.1016/j.lanepe.2022.100414 Weitzer J, Papantoniou K, Seidel S, Klösch G, Caniglia G, Laubichler M, Bertau M, Birmann BM, Jäger CC, Zenk L, Steiner G, Schernhammer E (2021) Working from home, quality of life, and perceived productivity during the first 50-day COVID-19 mitigation measures in Austria: a cross-sectional study. Int Arch Occup Environ Health 94(8):1823–1837. https://doi.org/10.1007/s00420-021-01692-0