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Complex psychological responses to climate change: a longitudinal study exploring the interplay between climate change awareness and climate change anxiety among Chinese adolescents - BMC Public Health

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  1. Watts N, Amann M, Ayeb-Karlsson S, Belesova K, Bouley T. The lancet countdown on health and climate change: from 25 years of inaction to a global transformation for public health. Lancet. 2018;391(10120):581–630. https://doi.org/10.1016/S0140-6736(17)32464-9.

    Article  PubMed  Google Scholar 

  2. Hua Y, Qiu Y, Tan X. The effects of temperature on mental health: evidence from China. J Popul Econ. 2023;36(3):1293–332. https://doi.org/10.1007/s00148-022-00932-y.

    Article  Google Scholar 

  3. Hickman C, Marks E, Pihkala P, Clayton S, Lewandowski RE, Mayall EE, et al. Climate anxiety in children and young people and their beliefs about government responses to climate change: a global survey. LANCET Planet HEALTH. 2021;5(12):E863–73. https://doi.org/10.1016/S2542-5196(21)00278-3.

    Article  PubMed  Google Scholar 

  4. Gasparri G, Eissa M, Imbago-Jacome D, Nandini B. Climate emergency: how should COP27 do better for adolescents and young people? BMJ-BRITISH Med J. 2022;376. https://doi.org/10.1136/bmj.o816.

  5. Burke SEL, Sanson AV, Van Hoorn J. The psychological effects of climate change on children. Curr PSYCHIATRY Rep. 2018;20(5):35. https://doi.org/10.1007/s11920-018-0896-9.

    Article  PubMed  Google Scholar 

  6. Folkman S. The case for positive emotions in the stress process. Anxiety Stress Coping. 2008;21(1):3–14. https://doi.org/10.1080/10615800701740457.

    Article  PubMed  Google Scholar 

  7. Ojala M, Regulating Worry P, Hope. How do children, adolescents, and young adults Cope with climate change?? Int J Environ Sci Educ. 2012;7(4):537–61.

    Google Scholar 

  8. Ojala M. Coping with climate change among adolescents: implications for subjective Well-Being and environmental engagement. SUSTAINABILITY. 2013;5(5):2191–209. https://doi.org/10.3390/su5052191.

    Article  Google Scholar 

  9. Vesely S, Masson T, Chokrai P, Becker AM, Fritsche I, Kloeckner CA, POLICY DIMENSIONS. Climate change action as a project of identity: eight meta-analyses. GLOBAL ENVIRONMENTAL CHANGE-HUMAN AND. 2021;70:102322. https://doi.org/10.1016/j.gloenvcha.2021.102322

  10. Martin G, Reilly K, Everitt H, Gilliland JA, Review. The impact of climate change awareness on children’s mental well-being and negative emotions — a scoping review. Child Adolesc Mental Health. 2022;27(1):59–72. https://doi.org/10.1111/camh.12525.

    Article  Google Scholar 

  11. Kuthe A, Keller L, Koerfgen A, Stoetter H, Oberrauch A, Hoeferl K-M. How many young generations are there? — A typology of teenagers’ climate change awareness in Germany and Austria. J Environ Educ. 2019;50(3):172–82. https://doi.org/10.1080/00958964.2019.1598927.

    Article  Google Scholar 

  12. Clayton S, Manning C, Speiser M. Mental health and our changing climate: impacts, inequities, responses. Washington, D.C.: American Psychological Association; 2021.

    Book  Google Scholar 

  13. Sciberras E, Fernando JW. Climate change-related worry among Australian adolescents: an eight-year longitudinal study. Child Adolesc Mental Health. 2022;27(1):22–9. https://doi.org/10.1111/camh.12521.

    Article  Google Scholar 

  14. Bouman T, Verschoor M, Albers CJ, Bohm G, Fisher SD, Poortinga W, -HUMAN AND POLICY DIMENSIONS. When worry about climate change leads to climate action: how values, worry and personal responsibility relate to various climate actions. Volume 62. GLOBAL ENVIRONMENTAL CHANGE; 2020. p. 102061. https://doi.org/10.1016/j.gloenvcha.2020.102061.

  15. Léger-Goodes T, Malboeuf-Hurtubise C, Mastine T, Généreux M, Paradis P-O, Camden C. Eco-anxiety in children: A scoping review of the mental health impacts of the awareness of climate change. Front Psychol. 2022;13:872544. https://doi.org/10.3389/fpsyg.2022.872544.

    Article  PubMed  PubMed Central  Google Scholar 

  16. Zacher H, Rudolph. C W W. Environmental knowledge is inversely associated with climate change anxiety. Clim Change. 2023;176(4):32. https://doi.org/10.1007/s10584-023-03518-z.

    Article  Google Scholar 

  17. Trope Y, Liberman N. Construal-level theory of psychological distance. Psychol Rev. 2010;117(2):440. https://doi.org/10.1037/a0018963.

    Article  PubMed  PubMed Central  Google Scholar 

  18. Maiella R, La Malva P, Marchetti D, Pomarico E, Di Crosta A, Palumbo R, et al. The psychological distance and climate change: A systematic review on the mitigation and adaptation behaviors. Front Psychol. 2020;11:568899. https://doi.org/10.3389/fpsyg.2020.568899.

    Article  PubMed  PubMed Central  Google Scholar 

  19. Wullenkord MC, Troeger J, Hamann KRS, Loy LS, Reese G. Anxiety and climate change: a validation of the climate anxiety scale in a German-speaking quota sample and an investigation of psychological correlates. Clim Change. 2021;168(3):20. https://doi.org/10.1007/s10584-021-03234-6.

    Article  Google Scholar 

  20. Mathers-Jones J, Todd J. Ecological anxiety and pro-environmental behaviour: the role of attention. J Anxiety Disord. 2023;98:102745. https://doi.org/10.1016/j.janxdis.2023.102745.

    Article  PubMed  Google Scholar 

  21. Lazarus RS. Stress, appraisal, and coping. Springer; 1984.

  22. Ferguson MD, Mueller JT, Graefe AR, Mowen AJ. Coping with climate change: A study of great lakes Water-Based recreationists. J Park Recreation Adm. 2018;36(2). https://doi.org/10.18666/JPRA-2018-V36-I2-8296.

  23. Daeninck C, Kioupi V, Vercammen A. Climate anxiety, coping strategies and planning for the future in environmental degree students in the UK. Front Psychol. 2023;14:1126031. https://doi.org/10.3389/fpsyg.2023.1126031.

    Article  PubMed  PubMed Central  Google Scholar 

  24. Folkman S, Lazarus RS. An analysis of coping in a middle-aged community sample. J Health Soc Behav. 1980;21(3):219–39. https://doi.org/10.2307/2136617.

    Article  PubMed  CAS  Google Scholar 

  25. Gross JJ. The emerging field of emotion regulation: an integrative review. Rev Gen Psychol. 1998;2(3):271–99. https://doi.org/10.1037/1089-2680.2.3.271.

    Article  Google Scholar 

  26. Tennen H, Affleck G. Finding benefits in adversity. Coping: The psychology of what works. 1999:279–304.

  27. Shinan-Altman S, Hamama-Raz Y. The association between climate change exposure and climate change worry among Israeli adults: the interplay of risk appraisal, collective efficacy, age, and gender. Sustainability. 2023;15(18):13689.

    Article  Google Scholar 

  28. Gibson K. The Relationship between Climate Change and Psychological Distress — A case study from Tuvalu thesis. 2018.

  29. Bradley GL, Reser JP, Glendon AI, Ellul MC. Distress and coping in response to climate change. Stress and anxiety: Applications to social and environmental threats, psychological well-being, occupational challenges, and developmental psychology climate change. 2014:33–42.

  30. Ojala M. How do children Cope with global climate change? Coping strategies, engagement, and well-being. J Environ Psychol. 2012;32(3):225–33. https://doi.org/10.1016/j.jenvp.2012.02.004.

    Article  Google Scholar 

  31. UNISDR. UNISDR terminology on disaster risk reduction. UNISDR; 2009.

  32. Iturriza M, Labaka L, Ormazabal M, Borges M. Awareness -development in the context of climate change resilience. URBAN Clim. 2020;32:100613. https://doi.org/10.1016/j.uclim.2020.100613.

    Article  Google Scholar 

  33. AkinwandeD.D RTA, O.O O. Assessing the level of climate change awareness among secondary school teachers in Ondo West local government area, Ondo state. J Sci Sci Educ Ondo. 2012;3(1):18–22. http://www.josseo.org.

    Google Scholar 

  34. Venghaus S, Henseleit M, Belka M. The impact of climate change awareness on behavioral changes in Germany: changing Minds or changing behavior? ENERGY Sustain Soc. 2022;12(1):8. https://doi.org/10.1186/s13705-022-00334-8.

    Article  Google Scholar 

  35. Calculli C, D’Uggento AM, Labarile A, Ribecco N. Evaluating People’s awareness about climate changes and environmental issues: A case study. J Clean Prod. 2021;324:129244. https://doi.org/10.1016/j.jclepro.2021.129244.

    Article  Google Scholar 

  36. Ojala M, Lakew Y. Young People and Climate Change Communication, in Oxford Research Encyclopedia of Climate Science. 2017.

  37. Stevenson KT, Peterson MN, Bondell HD, Moore SE, Carrier SJ. Overcoming skepticism with education: interacting influences of worldview and climate change knowledge on perceived climate change risk among adolescents. Clim Change. 2014;126(3–4):293–304. https://doi.org/10.1007/s10584-014-1228-7.

    Article  Google Scholar 

  38. Leger-Goodes T, Malboeuf-Hurtubise C, Mastine T, Genereux M, Paradis P-O, Camden C. Eco-anxiety in children: A scoping review of the mental health impacts of the awareness of climate change. Front Psychol. 2022;13:872544. https://doi.org/10.3389/fpsyg.2022.872544.

    Article  PubMed  PubMed Central  Google Scholar 

  39. Bandura A. Social cognitive theory: an agentic perspective. Ann Rev Psychol. 2001;52(1):1–26. https://doi.org/10.1146/annurev.psych.52.1.1.

    Article  CAS  Google Scholar 

  40. Masud MM, Akhtar R, Afroz R, Al-Amin AQ, Kari FB, ADAPTATION STRATEGIES FOR GLOBAL CHANGE. Pro-environmental behavior and public Understanding of climate change. MITIGATION AND. 2015;20(4):591–600. https://doi.org/10.1007/s11027-013-9509-4

  41. Farjam M, Nikolaychuk O, Bravo G. Experimental evidence of an environmental attitude-behavior gap in high-cost situations. Ecol Econ. 2019;166:106434. https://doi.org/10.1016/j.ecolecon.2019.106434.

    Article  Google Scholar 

  42. Ajzen I. Attitude structure and behavior. Attitude structure and function. Hillsdale, NJ, US: Lawrence Erlbaum Associates, Inc; 1989. pp. 241–74.

    Google Scholar 

  43. Metag J, Fuchslin T, Schafer MS. Global Warming’s five Germanys: A typology of Germans’ views on climate change and patterns of media use and information. Public Underst Sci. 2017;26(4):434–51. https://doi.org/10.1177/0963662515592558.

    Article  PubMed  Google Scholar 

  44. Baldwin C, Pickering G, Dale G. Knowledge and self-efficacy of youth to take action on climate change. Environ Educ Res. 2023;29(11):1597–616. https://doi.org/10.1080/13504622.2022.2121381.

    Article  Google Scholar 

  45. Albrecht G. Chronic Environmental Change: Emerging ‘Psychoterratic’ Syndromes, in Climate Change and Human Well-Being. 2011. pp. 43–56.

  46. Psychiatrists RC. o. The climate crisis is taking a toll on the mental health of children and young people. Available from: https://www.rcpsych.ac.uk/news-and-features/latest-news/detail/2020/11/20/the-climate-crisis-is-taking-a-toll-on-the-mental-health-of-children-and-young-people. 2020.

  47. Clayton S, Karazsia BT. Development and validation of a measure of climate change anxiety. J Environ Psychol. 2020;69:101434. https://doi.org/10.1016/j.jenvp.2020.101434.

    Article  Google Scholar 

  48. Pihkala P. Anxiety and the ecological crisis: an analysis of Eco-Anxiety and climate anxiety. SUSTAINABILITY. 2020;12(19):7836. https://doi.org/10.3390/su12197836.

    Article  Google Scholar 

  49. Holden C. Young People’s concerns, in teaching the global dimension. Routledge; 2007. pp. 49–60.

  50. Sheth C, McGlade E, Yurgelun-Todd D. Chronic stress in adolescents and its Neurobiological and psychopathological consequences: an RDoC perspective. Chronic Stress. 2017. https://doi.org/10.1177/2470547017715645.

    Article  PubMed  PubMed Central  Google Scholar 

  51. Baker C, Clayton S, Bragg E. Educating for resilience: parent and teacher perceptions of children’s emotional needs in response to climate change. Environ Educ Res. 2021;27(5):687–705. https://doi.org/10.1080/13504622.2020.1828288.

    Article  Google Scholar 

  52. Kuang H, Root RA, PERCEPTION OF CLIMATE, CHANGE IN ADOLESCENTS AND ITS PSYCHIATRIC IMPLICATIONS. JOURNAL OF THE AMERICAN ACADEMY OF CHILD AND ADOLESCENT PSYCHIATRY. 2019;58(10):S229. https://doi.org/10.1016/j.jaac.2019.08.269

  53. Whitmarsh L, Player L, Jiongco A, James M, Williams M, Marks E, et al. Climate anxiety: what predicts it and how is it related to climate action? J Environ Psychol. 2022;83:101866. https://doi.org/10.1016/j.jenvp.2022.101866.

    Article  Google Scholar 

  54. Gago T, Sargisson RJ, Milfont TL. A meta-analysis on the relationship between climate anxiety and wellbeing. J Environ Psychol. 2024;102230. https://doi.org/10.1016/j.jenvp.2024.102230.

  55. Ogunbode CA, Pallesen S, Böhm G, Doran R, Bhullar N, Aquino S, et al. Negative emotions about climate change are related to insomnia symptoms and mental health: Cross-sectional evidence from 25 countries. Curr Psychol. 2021;1–10. https://doi.org/10.1007/s12144-021-01385-4.

  56. Innocenti M, Santarelli G, Lombardi GS, Ciabini L, Zjalic D, Di Russo M, et al. How can climate change anxiety induce both pro-environmental behaviours and eco-paralysis? The mediating role of general self-efficacy. Int J Environ Res Public Health. 2023;20(4):3085. https://doi.org/10.3390/ijerph20043085.

    Article  PubMed  PubMed Central  Google Scholar 

  57. Pickering GJ, Dale G. Trait anxiety predicts pro-environmental values and climate change action. Pers Indiv Differ. 2023;205:112101. https://doi.org/10.1016/j.paid.2023.112101.

    Article  Google Scholar 

  58. Schwartz SE, O, Benoit L, Clayton S, Parnes MF, Swenson L, Lowe SR. Climate change anxiety and mental health: environmental activism as buffer. Curr Psychol. 2023;42(20):16708–21. https://doi.org/10.1007/s12144-022-02735-6.

    Article  Google Scholar 

  59. Ryghaug M, Holtan Sørensen K, Næss R. Making sense of global warming: Norwegians appropriating knowledge of anthropogenic climate change. Public Underst Sci. 2011;20(6):778–95. https://doi.org/10.1177/0963662510362657.

    Article  PubMed  Google Scholar 

  60. Hrabok M, Delorme A, Agyapong VI. Threats to mental health and well-being associated with climate change. J Anxiety Disord. 2020;76:102295. https://doi.org/10.1016/j.janxdis.2020.102295.

    Article  PubMed  Google Scholar 

  61. Verplanken B, Marks E, Dobromir AI. On the nature of eco-anxiety: how constructive or unconstructive is habitual worry about global warming? J Environ Psychol. 2020;72:101528. https://doi.org/10.1016/j.jenvp.2020.101528.

    Article  Google Scholar 

  62. Taylor S. Anxiety disorders, climate change, and the challenges ahead: introduction to the special issue. J Anxiety Disord. 2020;76:102313. https://doi.org/10.1016/j.janxdis.2020.102313.

    Article  PubMed  PubMed Central  Google Scholar 

  63. Smith N, Leiserowitz A. The role of emotion in global warming policy support and opposition. Risk Anal. 2014;34(5):937–48. https://doi.org/10.1111/risa.12140.

    Article  PubMed  Google Scholar 

  64. Ojala M. Young people and global climate change: emotions, coping, and engagement in everyday life. Geographies Global Issues: Change Threat. 2016;8(1):1–19.

    Google Scholar 

  65. Pereira T, Freire T. Positive youth development in the context of climate change: a systematic review. Front Psychol. 2021;12:786119. https://doi.org/10.3389/fpsyg.2021.786119.

    Article  PubMed  PubMed Central  Google Scholar 

  66. Clayton SD, Pihkala P, Wray B, Marks E. Psychological and emotional responses to climate change among young people worldwide: differences associated with gender, age, and country. Sustainability. 2023;15(4):3540. https://doi.org/10.3390/su15043540.

    Article  Google Scholar 

  67. Qin Z, Wu Q, Bi C, Deng Y, Hu Q. The relationship between climate change anxiety and pro-environmental behavior in adolescents: the mediating role of future self-continuity and the moderating role of green self-efficacy. BMC Psychol. 2024;12(1):241. https://doi.org/10.1186/s40359-024-01746-1.

    Article  PubMed  PubMed Central  Google Scholar 

  68. Thomson EE, Roach SP. The relationships among nature connectedness, climate anxiety, climate action, climate knowledge, and mental health. Front Psychol. 2023;14:1241400. https://doi.org/10.3389/fpsyg.2023.1241400.

    Article  PubMed  PubMed Central  Google Scholar 

  69. Kuthe A, Körfgen A, Stötter J, Keller L. Strengthening their climate change literacy: A case study addressing the weaknesses in young People’s climate change awareness. Appl Environ Educ Communication. 2020;19(4):375–88. https://doi.org/10.1080/1533015X.2019.1597661.

    Article  Google Scholar 

  70. Luo X, Liu H, Hu Y. From cross-lagged effects to feedback effects: further insights into the Estimation and interpretation of bidirectional relations. Behav Res Methods. 2024;56(4):3685–705. https://doi.org/10.3758/s13428-023-02304-0.

    Article  PubMed  Google Scholar 

  71. Podsakoff PM, MacKenzie SB, Lee J-Y, Podsakoff NP. Common method biases in behavioral research: a critical review of the literature and recommended remedies. J Appl Psychol. 2003;88(5):879. https://doi.org/10.1037/0021-9010.88.5.879.

    Article  PubMed  Google Scholar 

  72. Liu B, Zou M, Bao H, Xu X, Liu X, Zhang B, et al. Mental health and meaning in life in Chinese military personnel: a cross-lagged analysis. BMC Psychol. 2024;12(1):426. https://doi.org/10.1186/s40359-024-01932-1.

    Article  PubMed  PubMed Central  Google Scholar 

  73. Skalík J. Climate change awareness and attitudes among adolescents in the Czech Republic. Envigogika. 2015;10(4). https://doi.org/10.14712/18023061.472.

  74. Wolf J, Moser SC. Individual understandings, perceptions, and engagement with climate change: insights from in-depth studies across the world. Wiley Interdisciplinary Reviews: Clim Change. 2011;2(4):547–69. https://doi.org/10.1002/wcc.120.

    Article  Google Scholar 

  75. Han Q. Education for sustainable development and climate change education in China: A status report. J Educ Sustainable Dev. 2015;9(1):62–77. https://doi.org/10.1177/0973408215569114.

    Article  Google Scholar 

  76. McCright AM. The effects of gender on climate change knowledge and concern in the American public. Popul Environ. 2010;32:66–87. https://doi.org/10.1007/s11111-010-0113-1.

    Article  Google Scholar 

  77. Organization WH. Gender, climate change and health. World Health Organization; 2014.

  78. Schneiderman N, Ironson G, Siegel SD. Stress and health: psychological, behavioral, and biological determinants. Annu Rev Clin Psychol. 2005;1(1):607–28. https://doi.org/10.1146/annurev.clinpsy.1.102803.144141.

    Article  PubMed  PubMed Central  Google Scholar 

  79. Center CC. Blue book on climate change in China. Beijing: Science; 2022.

    Google Scholar 

  80. Shao L, Yu G. Media coverage of climate change, eco-anxiety and pro-environmental behavior: experimental evidence and the resilience paradox. J Environ Psychol. 2023;91:102130. https://doi.org/10.1016/j.jenvp.2023.102130.

    Article  Google Scholar 

  81. Pihkala P, Julia S, Jylhä KM. Nuorten ilmastoahdistus ja ympäristötunteet, in Kestävää tekoa. Nuorisobarometri 2021, T. Kiilakoski, Editor. 2022, Valtion nuorisoneuvosto, Nuorisotutkimusseura, Nuorisotutkimusverkosto, opetus- ja kulttuuriministeriö: Helsinki. pp. 95–116.

  82. Poortinga W, Whitmarsh L, Steg L, Böhm G, Fisher S. Climate change perceptions and their individual-level determinants: A cross-European analysis. Glob Environ Change. 2019;55:25–35. https://doi.org/10.1016/j.gloenvcha.2019.01.007.

    Article  Google Scholar 

  83. Du Bray MV, Wutich A, Brewis A, Weather. Clim Soc. 2017;9(2):285–97. https://doi.org/10.1175/WCAS-D-16-0077.1.

    Article  Google Scholar 

  84. Luo Y, Zhao J. Motivated attention in climate change perception and action. Front Psychol. 2019. (10.

  85. McDonald RI, Chai HY, Newell BR. Personal experience and the ‘psychological distance’of climate change: an integrative review. J Environ Psychol. 2015;44:109–18. https://doi.org/10.1016/j.jenvp.2015.10.003.

    Article  Google Scholar 

  86. Whitmarsh L. Are flood victims more concerned about climate change than other people? The role of direct experience in risk perception and behavioural response. J Risk Res. 2008;11(3):351–74. https://doi.org/10.1080/13669870701552235.

    Article  Google Scholar 

  87. Brügger A. Understanding the psychological distance of climate change: the limitations of construal level theory and suggestions for alternative theoretical perspectives. Glob Environ Change. 2020;60:102023. https://doi.org/10.1016/j.gloenvcha.2019.102023.

    Article  Google Scholar 

  88. Cipriani E, Gemignani A, Menicucci D. Awareness of everyday effects of climate change: the climate change perceptual awareness scale (CCPAS). Heliyon. 2024;10(19). https://doi.org/10.1016/j.heliyon.2024.e38461.

  89. Case DO, Given LM. Looking for information: A survey of research on information seeking, needs, and behavior. 2016.

  90. Van Der Linden S. Intrinsic motivation and pro-environmental behaviour. Nat Clim Change. 2015;5(7):612–3. https://doi.org/10.1038/nclimate2669.

    Article  Google Scholar 

  91. Albrecht G. Chronic environmental change: Emerging ‘psychoterratic’syndromes. Climate change and human well-being: Global challenges and opportunities. 2011:43–56.

  92. Heeren A, Mouguiama-Daouda C, Contreras A. On climate anxiety and the threat it May pose to daily life functioning and adaptation: A study among European and African French-speaking participants. Clim Change. 2022;173(1):15. https://doi.org/10.1007/s10584-022-03402-2.

    Article  PubMed  PubMed Central  Google Scholar 

  93. Wamsler C. Mind the Gap: the role of mindfulness in adapting to increasing risk and climate change. Sustain Sci. 2018;13(4):1121–35. https://doi.org/10.1007/s11625-017-0524-3.

    Article  PubMed  PubMed Central  Google Scholar 

  94. Ojala M. Hope in the face of climate change: associations with environmental engagement and student perceptions of teachers’ emotion communication style and future orientation. J Environ Educ. 2015;46(3):133–48. https://doi.org/10.1080/00958964.2015.1021662.

    Article  Google Scholar 

  95. Bai Y, Qu J, Li D, Yin H. Neural basis underlying the relation between internet addiction tendency and sleep quality: the intrinsic default-mode network connectivity pathways. Int J Psychophysiol. 2024;195:112264. https://doi.org/10.1016/j.ijpsycho.2023.112264.

    Article  PubMed  Google Scholar 

  96. Wu D, Chen S, Chen Y, Li D, Yin H. The impact of peer victimization on Chinese left-behind adolescent suicidal ideation: the mediating role of psychological Suzhi and the moderating role of family cohesion. Child Abuse Negl. 2023;141:106235. https://doi.org/10.1016/j.chiabu.2023.106235.

    Article  PubMed  Google Scholar 

  97. Llosa JA, Agulló-Tomás E, Menéndez-Espina S, Heleno CT, Borges LD. Cross-cultural adaptation of the job insecurity scale (JIS) in Brazil and cross-national analysis of job insecurity effects in Brazil and Spain. BMC Psychol. 2023;11(1). https://doi.org/10.1186/s40359-023-01156-9.

  98. Simmons P, Nelson JD L, and, Simonsohn U. Pre-registration: why and how. J Consumer Psychol. 2021;31(1):151–62. https://doi.org/10.1002/jcpy.1208.

    Article  Google Scholar