A Bio-Psycho-Social Approach to Understanding Optimism and Pessimism in Response to Stress
Abstract
:1. Introduction
2. Literature Review
2.1. Optimism and Pessimism
2.2. Responses to Stress and Coping Mechanisms
2.3. Hypotheses
3. Materials and Methods
Data
4. Measures
4.1. Dependent Variables: Optimism and Pessimism
4.2. Stress and Responses to Stress
4.3. Coping Mechanisms
4.4. Socio-Demographic Variables
5. Participant Characteristics
6. Analytical Approach
7. Results
8. Discussion
9. Limitations
10. Implications
11. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Carver, C.S.; Scheier, M.F. Dispositional optimism. Trends Cogn. Sci. 2014, 18, 293–299. [Google Scholar] [CrossRef]
- Scheier, M.F.; Swanson, J.D.; Barlow, M.A.; Greenhouse, J.B.; Wrosch, C.; Tindle, H.A. Optimism versus pessimism as predictors of physical health: A comprehensive reanalysis of dispositional optimism research. Am. Psychol. 2021, 76, 529–548. [Google Scholar] [CrossRef] [PubMed]
- Cruz, J.P.; Cabrera, D.N.C.; Hufana, O.D.; Alquwez, N.; Almazan, J. Optimism, proactive coping and quality of life among nurses: A cross-sectional study. J. Clin. Nurs. 2018, 27, 2098–2108. [Google Scholar] [CrossRef] [PubMed]
- Hanssen, M.M.; Vancleef, L.M.G.; Vlaeyen, J.W.S.; Hayes, A.F.; Schouten, E.G.W.; Peters, M.L. Optimism, motivational coping and wellbeing: Evidence supporting the importance of flexible goal adjustment. J. Happiness Stud. 2015, 16, 1525–1537. [Google Scholar] [CrossRef]
- Krittanawong, C.; Maitra, N.S.; Hassan Virk, H.U.; Fogg, S.; Wang, Z.; Kaplin, S.; Gritsch, D.; Storch, E.A.; Tobler, P.N.; Charney, D.S.; et al. Association of optimism with cardiovascular events and all-cause mortality: Systematic review and meta-analysis. Am. J. Med. 2022, 135, 856–863.E2. [Google Scholar] [CrossRef]
- Hecht, D. The neural basis of optimism and pessimism. Exp. Neurobiol. 2013, 22, 173–199. [Google Scholar] [CrossRef] [PubMed]
- Peterson, C. The future of optimism. Am. Psychol. 2000, 55, 44–55. [Google Scholar] [CrossRef] [PubMed]
- Puig-Perez, S.; Villada, C.; Pulopulos, M.M.; Almela, M.; Hidalgo, V.; Salvador, A. Optimism and pessimism are related to different components of the stress response in healthy older people. Int. J. Psychophysiol. 2015, 98, 213–221. [Google Scholar] [CrossRef] [PubMed]
- Carver, C.S.; Scheier, M.F.; Segerstrom, S.C. Optimism. Clin. Psychol. Rev. 2010, 30, 879–889. [Google Scholar] [CrossRef]
- Shankar, N.L.; Park, C.L. Effects of stress on students’ physical and mental health and academic success. Int. J. Sch. Educ. Psychol. 2016, 4, 5–9. [Google Scholar] [CrossRef]
- Afshar, H.; Roohafza, H.R.; Keshteli, A.H.; Mazaheri, M.; Feizi, A.; Adibi, P. The association of personality traits and coping styles according to stress level. J. Res. Med. Sci. 2015, 20, 353–358. [Google Scholar]
- American Heart Association. Stress and Heart Health. 2024. Available online: https://www.heart.org/en/healthy-living/healthy-lifestyle/stress-management/stress-and-heart-health (accessed on 18 June 2024).
- Centers for Disease Control and Prevention. Coping with Stress. 2024. Available online: https://www.cdc.gov/mentalhealth/stress-coping/cope-with-stress/index.html (accessed on 18 June 2024).
- Liu, Y.-Z.; Wang, Y.-X.; Jiang, C.-L. Inflammation: The common pathway of stress-related diseases. Front. Hum. Neurosci. 2017, 11, 316. [Google Scholar] [CrossRef] [PubMed]
- Amonoo, H.L.; Celano, C.M.; Sadlonova, M.; Huffman, J.C. Is optimism a protective factor for cardiovascular disease? Curr. Cardiol. Rep. 2021, 23, 158. [Google Scholar] [CrossRef] [PubMed]
- Schiavon, C.C.; Marchetti, E.; Gurgel, L.G.; Busnello, F.M.; Reppold, C.T. Optimism and hope in chronic disease: A systematic review. Front. Psychol. 2017, 7, 2022. Available online: https://www.frontiersin.org/articles/10.3389/fpsyg.2016.02022 (accessed on 18 June 2024). [CrossRef] [PubMed]
- Chopik, W.J.; Kim, E.S.; Smith, J. Changes in optimism are associated with changes in health over time among older adults. Soc. Psychol. Personal. Sci. 2015, 6, 814–822. [Google Scholar] [CrossRef] [PubMed]
- Scheier, M.F.; Carver, C.S. Dispositional optimism and physical health: A long look back, a quick look forward. Am. Psychol. 2018, 73, 1082–1094. [Google Scholar] [CrossRef]
- Lee, L.O.; James, P.; Zevon, E.S.; Kim, E.S.; Trudel-Fitzgerald, C.; Spiro, A.; Grodstein, F.; Kubzansky, L.D. Optimism is associated with exceptional longevity in 2 epidemiologic cohorts of men and women. Proc. Natl. Acad. Sci. USA 2019, 116, 18357–18362. [Google Scholar] [CrossRef]
- Boehm, J.K.; Chen, Y.; Koga, H.; Mathur, M.B.; Vie, L.L.; Kubzansky, L.D. Is optimism associated with healthier cardiovascular-related behavior? Circ. Res. 2018, 122, 1119–1134. [Google Scholar] [CrossRef]
- Conversano, C.; Rotondo, A.; Lensi, E.; Della Vista, O.; Arpone, F.; Reda, M.A. Optimism and its impact on mental and physical wellbeing. Clin. Pract. Epidemiol. Ment. Health 2010, 6, 25–29. [Google Scholar] [CrossRef] [PubMed]
- Assad, K.K.; Donnellan, M.B.; Conger, R.D. Optimism: An enduring resource for romantic relationships. J. Personal. Soc. Psychol. 2007, 93, 285–297. [Google Scholar] [CrossRef]
- Brissette, I.; Scheier, M.F.; Carver, C.S. The role of optimism in social network development, coping, and psychological adjustment during a life transition. J. Personal. Soc. Psychol. 2002, 82, 102–111. [Google Scholar] [CrossRef] [PubMed]
- Helweg-Larsen, M.; Sadeghian, P.; Webb, M.S. The stigma of being pessimistically biased. J. Soc. Clin. Psychol. 2002, 21, 92–107. [Google Scholar] [CrossRef]
- Huang, R.; Ghose, B.; Tang, S. Effect of financial stress on self-rereported health and quality of life among older adults in five developing countries: A cross sectional analysis of WHO-SAGE survey. BMC Geriatr. 2020, 20, 288. [Google Scholar] [CrossRef] [PubMed]
- Mackin, D.M.; Kotov, R.; Perlman, G.; Nelson, B.D.; Goldstein, B.L.; Hajcak, G.; Klein, D.N. Reward processing and future life stress: Stress generation pathway to depression. J. Abnorm. Psychol. 2019, 128, 305–314. [Google Scholar] [CrossRef]
- Harvard Health Publishing. Understanding the Stress Response: Chronic Activation of This Survival Mechanism Impairs Health. 2024. Available online: https://www.health.harvard.edu/staying-healthy/understanding-the-stress-response (accessed on 18 June 2024).
- American Psychological Association. Stress Effects on the Body. 2023. Available online: https://www.apa.org/topics/stress/body (accessed on 18 June 2024).
- National Alliance on Mental Health. Managing Stress. Available online: https://www.nami.org/Your-Journey/Individuals-with-Mental-Illness/Taking-Care-of-Your-Body/Managing-Stress (accessed on 18 June 2024).
- American Psychological Association. Stress and Sleep. 2013. Available online: https://www.apa.org/news/press/releases/stress/2013/sleep (accessed on 18 June 2024).
- American Psychological Association. How Stress Affects Your Health. 2022. Available online: https://www.apa.org/topics/stress/health (accessed on 18 June 2024).
- Davis, M.T.; Holmes, S.E.; Pietrzak, R.H.; Esterlis, I. Neurobiology of chronic stress-related psychiatric disorders: Evidence from molecular imaging studies. Chronic Stress 2017, 1. [Google Scholar] [CrossRef]
- Roth, M.K.; Bingham, B.; Shah, A.; Joshi, A.; Frazer, A.; Strong, R.; Morilak, D.A. Effects of chronic plus acute prolonged stress on measures of coping style, anxiety, and evoked HPA-axis reactivity. Neuropharmacology 2012, 63, 1118–1126. [Google Scholar] [CrossRef]
- Segal, J.; Smith, M.; Robinson, L.; Segal, R. Stress Symptoms, Signs, and Causes. 2022. Available online: https://www.helpguide.org/articles/stress/stress-symptoms-signs-and-causes.htm (accessed on 18 June 2024).
- Bunce, S.C.; Larson, R.J.; Peterson, C. Life after trauma: Personality and daily life experiences of traumatized people. J. Personal. 1995, 63, 165–188. [Google Scholar] [CrossRef] [PubMed]
- Yee, P.L.; Edmondson, B.; Santoro, K.E.; Begg, A.E.; Hunter, C.D. Cognitive effects of life stress and learned helplessness. Anxiety Stress Coping 1996, 9, 301–319. [Google Scholar] [CrossRef]
- Lazarus, R.S.; Folkman, S. Stress, Appraisal and Coping; Springer: Berlin/Heidelberg, Germany, 1984. [Google Scholar]
- Harvard Health Publishing. Endorphins: The Brain’s Natural Pain Reliever. 2024. Available online: https://www.health.harvard.edu/mind-and-mood/endorphins-the-brains-natural-pain-reliever (accessed on 18 June 2024).
- Milas, G.; Martinović Klarić, I.; Malnar, A.; Saftić, V.; Šupe-Domić, D.; Slavich, G.M. The impact of stress and coping strategies on life satisfaction in a national sample of adolescents: A structural equation modelling approach. Stress Health 2021, 37, 1026–1034. [Google Scholar] [CrossRef] [PubMed]
- Hostinar, C.E.; Gunnar, M.R. Social support can buffer against stress and shape brain activity. AJOB Neurosci. 2015, 6, 34–42. [Google Scholar] [CrossRef]
- American Psychological Association. Stress in America, United States, 2007–2018 (ICPSR 37288) [Data File and Codebook]. 2019; Inter-University Consortium for Political and Social Research [distributor]. [Google Scholar] [CrossRef]
- Scheier, M.F.; Carver, C.S.; Bridges, M.W. Distinguishing optimism from neuroticism (and trait anxiety, self-mastery, and self-esteem): A reevaluation of the Life Orientation Test. J. Pers. Soc. Psychol. 1994, 67, 1063–1078. [Google Scholar] [CrossRef]
- Gustems-Carnicer, J.; Calderón, C.; Forn Santacana, M. Psychometric properties of the Life Orientation Test (LOT-R) and its relationship with psychological well-being and academic progress in college students. Rev. Latinoam. Psicol. 2017, 49, 19–27. [Google Scholar] [CrossRef]
- Hinz, A.; Schulte, T.; Finck, C.; Gómez, Y.; Brähler, E.; Zenger, M.; Körner, A.; Tibubos, A. Psychometric evaluations of the Life Orientation Test-Revised (LOT-R), based on nine samples. Psychol. Health 2022, 37, 767–779. [Google Scholar] [CrossRef] [PubMed]
- Tabachnick, B.G.; Fidell, L.S. Using Multivariate Statistics, 7th ed.; Pearson: London, UK, 2022. [Google Scholar]
- Tavakol, M.; Dennick, R. Making sense of Cronbach’s alpha. Int. J. Med. Educ. 2011, 2, 53–55. [Google Scholar] [CrossRef] [PubMed]
- Pan, Y.; Zhou, Y.; Shi, X.; He, S.; Lai, W. The association between sleep deprivation and the risk of cardiovascular diseases: A systematic meta-analysis. Biomed. Rep. 2023, 19, 78. [Google Scholar] [CrossRef] [PubMed]
- Ben Simon, E.; Walker, M.P. Sleep loss causes social withdrawal and loneliness. Nat. Commun. 2018, 9, 3146. [Google Scholar] [CrossRef] [PubMed]
- Uchino, B.N.; Cribbet, M.; de Grey, R.G.; Cronan, S.; Trettevik, R.; Smith, T.W. Dispositional optimism and sleep quality: A test of mediating pathways. J. Behav. Med. 2017, 40, 360–365. [Google Scholar] [CrossRef] [PubMed]
- Kashani, M.; Eliasson, A.; Vernalis, M. Perceived stress correlates with disturbed sleep: A link connecting stress and cardiovascular disease. Stress 2012, 15, 45–51. [Google Scholar] [CrossRef]
- Öcal, E.E.; Demirtaş, Z.; Atalay, B.I.; Önsüz, M.F.; Işıklı, B.; Metintaş, S.; Yenilmez, Ç. Relationship between mental disorders and optimism in a community-based sample of adults. Behav. Sci. 2022, 12, 52. [Google Scholar] [CrossRef]
- Zenger, M.; Glaesmer, H.; Höckel, M.; Hinz, A. Pessimism predicts anxiety, depression, and quality of life in female cancer patients. Jpn. J. Clin. Oncol. 2011, 41, 87–94. [Google Scholar] [CrossRef]
- Huffman, J.C.; Boehm, J.K.; Beach, S.R.; Beale, E.E.; DuBois, C.M.; Healy, B.C. Relationship of optimism and suicidal ideation in three groups of patients at varying levels of suicide risk. J. Psychiatr. Res. 2016, 77, 76–84. [Google Scholar] [CrossRef]
- Romswinkel, E.V.; König, H.-H.; Hajek, A. The role of optimism in the relationship between job stress and depressive symptoms. Longitudinal findings from the German Ageing Survey. J. Affect. Disord. 2018, 241, 249–255. [Google Scholar] [CrossRef] [PubMed]
- Frayn, M.; Knäuper, B. Emotional eating and weight in adults: A review. Curr. Psychol. 2018, 37, 924–933. [Google Scholar] [CrossRef]
- Ait-hadad, W.; Bénard, M.; Shankland, R.; Kesse-Guyot, E.; Robert, M.; Touvier, M.; Hercberg, S.; Buscail, C.; Péneau, S. Optimism is associated with diet quality, food group consumption and snacking behavior in a general population. Nutr. J. 2020, 19, 6. [Google Scholar] [CrossRef] [PubMed]
- Srivastava, S.; McGonigal, K.M.; Richards, J.M.; Butler, E.A.; Gross, J.J. Optimism in close relationships: How seeing things in a positive light makes them so. J. Personal. Soc. Psychol. 2006, 91, 143–153. [Google Scholar] [CrossRef] [PubMed]
- Sharma, A.; Madaan, V.; Petty, F.D. Exercise for mental health. Prim. Care Companion J. Clin. Psychiatry 2006, 8, 106. [Google Scholar] [CrossRef] [PubMed]
- Zamani Sani, S.H.; Fathirezaie, Z.; Brand, S.; Pühse, U.; Holsboer-Trachsler, E.; Gerber, M.; Talepasand, S. Physical activity and self-esteem: Testing direct and indirect relationships associated with psychological and physical mechanisms. Neuropsychiatr. Dis. Treat. 2016, 12, 2617–2625. [Google Scholar] [CrossRef] [PubMed]
- Salmon, P. Effects of physical exercise on anxiety, depression, and sensitivity to stress: A unifying theory. Clin. Psychol. Rev. 2001, 21, 33–61. [Google Scholar] [CrossRef] [PubMed]
- Giménez-Meseguer, J.; Tortosa-Martínez, J.; Cortell-Tormo, J.M. The benefits of physical exercise on mental disorders and quality of life in substance use disorders patients. Systematic review and meta-analysis. Int. J. Environ. Res. Public Health 2020, 17, 3680. [Google Scholar] [CrossRef] [PubMed]
- Sha, T. Optimism, pessimism and depression; The relations and differences by stress level and gender. Acta Psychol. Sin. 2006, 38, 886–901. [Google Scholar]
- Bjuggren, C.M.; Elert, N. Gender differences in optimism. Appl. Econ. 2019, 51, 5160–5173. [Google Scholar] [CrossRef]
- Lee, L.O.; Grodstein, F.; Trudel-Fitzgerald, C.; James, P.; Okuzono, S.S.; Koga, H.K.; Schwartz, J.; Spiro, A.; Mroczek, D.K.; Kubzansky, L.D. Optimism, daily stressors, and emotional well-being over two decades in a cohort of aging men. J. Gerontol. Ser. B 2022, 77, 1373–1383. [Google Scholar] [CrossRef]
- Graham, C. The Surprising Optimism of Black Americans. 2015. Available online: https://www.brookings.edu/blog/social-mobility-memos/2015/09/25/the-surprising-optimism-of-black-americans/ (accessed on 18 June 2024).
- Graham, C. Why Are Black Poor Americans More Optimistic Than White Ones? 2018. Available online: https://www.brookings.edu/articles/why-are-black-poor-americans-more-optimistic-than-white-ones/ (accessed on 18 June 2024).
- Cervantes, R.C.; Gonzalez-Guarda, R.M.; McCabe, B.E.; Nagy, G.A. Measuring Hispanic optimism and personal expectancy. Hisp. J. Behav. Sci. 2022, 44, 267–296. [Google Scholar] [CrossRef]
- Rosentiel, T. The Optimistic Immigrant: Among Latinos, the Recently Arrived Have the Most Hope for the Future. 2006. Available online: https://www.pewresearch.org/2006/05/30/the-optimistic-immigrant/ (accessed on 18 June 2024).
- Teruya, S.A.; Bazargan-Hejazi, S. The Immigrant and Hispanic Paradoxes: A Systematic review of their predictions and effects. Hisp. J. Behav. Sci. 2013, 35, 486–509. [Google Scholar] [CrossRef] [PubMed]
- American Psychological Association. Stress in America 2023: A Nation Recovering from Collective Trauma. 2023. Available online: https://www.apa.org/news/press/releases/stress/2023/collective-trauma-recovery (accessed on 11 August 2024).
- Luthans, K.W.; Lebsack, S.A.; Lebsac, R.R. Positivity in healthcare: Relation of optimism to performance. J. Health Organ. Manag. 2008, 22, 178–188. [Google Scholar] [CrossRef] [PubMed]
- Boldor, N.; Bar-Dayan, Y.; Rosenbloom, T.; Shemer, J.; Bar-Dayan, Y. Optimism of health care workers during a disaster: A review of the literature. Emerg. Health Threat. J. 2012, 5, 7270. [Google Scholar] [CrossRef]
- Marmarosh, C.L.; Sandage, S.; Wade, N.; Captari, L.E.; Crabtree, S. New horizons in group psychotherapy research and practice from third wave positive psychology: A practice-friendly review. Res. Psychother. 2022, 25, 643. [Google Scholar] [CrossRef] [PubMed]
- Waters, L.; Algoe, S.B.; Dutton, J.; Emmons, R.; Fredrickson, B.L.; Heaphy, E.; Moskowitz, J.T.; Neff, K.; Niemiec, R.; Pury, C.; et al. Positive psychology in a pandemic: Buffering, bolstering, and building mental health. J. Posit. Psychol. 2022, 17, 303–323. [Google Scholar] [CrossRef]
- Tetrick, L.E.; Winslow, C.J. Workplace stress management interventions and health promotion. Annu. Rev. Organ. Psychol. Organ. Behav. 2015, 2, 583–603. [Google Scholar] [CrossRef]
Variables | Sample Items | Response Format | Alpha |
---|---|---|---|
Optimism | Please indicate the extent to which you agree or disagree with the following statements: | 5-point response scale from “I disagree a lot” to “I agree a lot” | 0.83 |
1. In uncertain times, I usually expect the best | |||
2. I’m always optimistic about my future | |||
3. Overall, I expect more good things to happen to me than bad | |||
Pessimism | Please indicate the extent to which you agree or disagree with the following statements: | 5-point response scale from “I disagree a lot” to “I agree a lot” | 0.83 |
1. If something can go wrong for me, it will | |||
2. I hardly ever expect things to go my way | |||
3. I rarely count on good things happening to me | |||
Stress | |||
Personal life stress | For each one, please indicate how significant a source of stress it is in your life | 4-point response scale from “Not at all significant” to “Very significant” | 0.80 |
1. Personal health concerns | |||
2. Relationships (e.g., spouse, kids, girl/boyfriend) | |||
3. Health problems affecting my family | |||
4. Personal safety | |||
5. Discrimination | |||
Economic stress | For each one, please indicate how significant a source of stress it is in your life: | 4-point response scale from “Not at all significant” to “Very significant” | 0.85 |
1. Money | |||
2. Work | |||
3. Family responsibilities | |||
4. Housing costs (e.g., mortgage or rent) | |||
5. The economy | |||
6. Job stability | |||
Responses to stress | |||
Number of psychosomatic symptoms | Which of the following, if any, have you experienced in the last month as a result of stress? | Counts of symptoms | |
Headache; Upset stomach or indigestion; Feeling as though I could cry; Muscular tension; Tightness in my chest; Feeling nervous or anxious; Feeling depressed or sad; Irritability or anger; | |||
Lack of interest, motivation or energy; Fatigue; Teeth grinding; Feeling faint or dizzy; Change in sex drive; Change in appetite | |||
Sleep quality | In general, how would you describe the quality of your sleep? | 1 = “Good,” “Very good,” and “Excellent”; 0 = “Poor” and “Fair” | |
Number of psychological stress symptoms | Which of the following, if any, have you experienced in the last month as a result of stress? | Counts of symptoms | |
1. Forgetfulness | |||
2. Inability to concentrate | |||
3. Difficulty making decisions | |||
4. Negative thoughts | |||
5. Constant worrying | |||
6. Agitation, inability to relax | |||
7. Feeling overwhelmed | |||
8. A sense of loneliness and isolation | |||
9. Changes in sleeping habits (e.g., oversleeping, difficulty falling asleep, night waking) | |||
10. Isolating yourself from others | |||
11. Procrastinating or neglecting responsibilities | |||
12. Using alcohol, cigarettes, or drugs to relax | |||
13. Nervous habits (e.g., nail biting, pacing) | |||
14. Harming myself (e.g., cutting, piercing, or hurting yourself) | |||
15. Changes in my financial behaviors (e.g., overspending, dipping into savings, missing payments/bills) | |||
Ate too much or unhealthily | During the last month, did you ever eat too much or eat unhealthy foods because you were feeling stressed? | Yes = 1; No = 0 | |
Coping mechanisms | |||
Had someone for emotional support | Is there someone you can ask for emotional support if you need it, such as talking over problems or helping you make a difficult decision? | 1 = Yes; 0 = No or “I don’t need help” | |
Exercise or walk to manage stress | Do you do any of the following to manage stress? Exercise or walk | Yes = 1; No = 0 | |
Socio-demographics | |||
Male | How do you describe yourself? | 1 = Male; 0 = Female | |
Age | What is your age? | Age in years | |
Race/ethnicity | |||
White | Respondent is White | 1 = White; 0 = Non-White | |
Black | Respondent is Black | 1 = Black; 0 = Non-Black | |
Hispanic | Respondent is Hispanic | 1 = Hispanic; 0 = Non-Hispanic | |
Other race | Respondent belongs to other racial category | 1 = Other race; 0 = Non-other race | |
Foreign-born | Respondent is foreign-born | 1 = Foreign born; 0 = U.S.-born | |
Married | Recoded from “What is your marital status?” | 1 = Married or civil union; 0 = Other status | |
College graduate | Recoded from “What is the highest level of education you have completed? | 1 = College graduate; 0 = Not a college graduate | |
Employed full time | Recoded from “Which of the following best describes your | 1 = Employed or self-employed full time | |
employment status?” | 0 = Not employed full time |
Variables | Min | Max | Mean | SD |
---|---|---|---|---|
Optimism | 3 | 15 | 10.902 | 2.941 |
Pessimism | 3 | 15 | 8.244 | 3.384 |
Stress | ||||
Personal life stress | 5 | 20 | 11.759 | 3.850 |
Economic stress | 6 | 24 | 16.621 | 4.624 |
Responses to stress | ||||
Number of psychosomatic symptoms | 0 | 14 | 3.913 | 3.598 |
Sleep quality | 0 | 1 | 0.523 | 0.500 |
Number of psychological stress symptoms | 0 | 15 | 3.677 | 3.744 |
Ate too much or unhealthily | 0 | 1 | 0.427 | 0.495 |
Coping mechanisms | ||||
Had someone for emotional support | 0 | 1 | 0.704 | 0.457 |
Exercise or walk to manage stress | 0 | 1 | 0.442 | 0.497 |
Socio-demographics | ||||
Male | 0 | 1 | 0.330 | 0.470 |
Age | 18 | 92 | 47.173 | 17.826 |
Race/ethnicity | ||||
White | 0 | 1 | 0.320 | 0.467 |
Black | 0 | 1 | 0.247 | 0.431 |
Hispanic | 0 | 1 | 0.243 | 0.429 |
Other | 0 | 1 | 0.190 | 0.392 |
Foreign-born | 0 | 1 | 0.187 | 0.390 |
Married | 0 | 1 | 0.493 | 0.500 |
College graduate | 0 | 1 | 0.415 | 0.493 |
Employed full time | 0 | 1 | 0.373 | 0.484 |
Model 1 | Model 2 | Model 3 | |||||||
---|---|---|---|---|---|---|---|---|---|
Variables | B | SE | B | SE | B | SE | |||
Intercept | 9.145 | *** | 0.332 | 9.097 | *** | 0.324 | 8.155 | *** | 0.324 |
Stress | |||||||||
Personal life stress | 0.022 | 0.022 | 0.037 | 0.021 | 0.038 | 0.020 | |||
Economic stress | −0.073 | ** | 0.022 | −0.006 | 0.022 | −0.007 | 0.021 | ||
Responses to stress | |||||||||
Number of psychosomatic symptoms | 0.012 | 0.026 | −0.004 | 0.025 | |||||
Sleep quality | 0.886 | *** | 0.104 | 0.749 | *** | 0.102 | |||
Number of psychological stress symptoms | −0.245 | *** | 0.024 | −0.234 | *** | 0.024 | |||
Ate too much or unhealthily | 0.268 | * | 0.110 | 0.225 | * | 0.108 | |||
Coping mechanisms | |||||||||
Had someone for emotional support | 1.032 | *** | 0.100 | ||||||
Exercise or walk to manage stress | 0.653 | *** | 0.091 | ||||||
Socio-demographics | |||||||||
Male | −0.049 | 0.108 | −0.162 | 0.102 | −0.033 | 0.100 | |||
Age | 0.032 | *** | 0.003 | 0.019 | *** | 0.003 | 0.020 | *** | 0.003 |
Race/ethnicity (Reference = White) | |||||||||
Black | 1.245 | *** | 0.137 | 1.079 | *** | 0.129 | 1.088 | *** | 0.126 |
Hispanic | 0.850 | *** | 0.150 | 0.790 | *** | 0.141 | 0.840 | *** | 0.137 |
Other | 0.366 | * | 0.157 | 0.304 | * | 0.147 | 0.324 | * | 0.144 |
Foreign-born | 0.636 | *** | 0.144 | 0.360 | ** | 0.136 | 0.395 | ** | 0.133 |
Married | 0.529 | *** | 0.104 | 0.374 | *** | 0.098 | 0.281 | ** | 0.096 |
College graduate | 0.297 | * | 0.107 | 0.156 | 0.100 | 0.080 | 0.098 | ||
Employed full time | 0.274 | * | 0.108 | 0.171 | 0.101 | 0.154 | 0.099 | ||
R-squared | 0.087 | 0.193 | 0.233 |
Model 4 | Model 5 | Model 6 | |||||||
---|---|---|---|---|---|---|---|---|---|
Variables | B | SE | B | SE | B | SE | |||
Intercept | 7.263 | *** | 0.357 | 7.035 | *** | 0.353 | 7.933 | *** | 0.355 |
Stress | |||||||||
Personal life stress | 0.166 | *** | 0.024 | 0.140 | *** | 0.022 | 0.139 | *** | 0.022 |
Economic stress | 0.102 | *** | 0.024 | 0.051 | * | 0.023 | 0.051 | * | 0.023 |
Responses to stress | |||||||||
Number of psychosomatic symptoms | −0.050 | 0.028 | −0.034 | 0.028 | |||||
Sleep quality | −0.620 | *** | 0.114 | −0.485 | *** | 0.112 | |||
Number of psychological stress symptoms | 0.237 | *** | 0.026 | 0.226 | *** | 0.026 | |||
Ate too much or unhealthily | 0.227 | 0.121 | 0.263 | * | 0.119 | ||||
Coping mechanisms | |||||||||
Had someone for emotional support | −0.916 | *** | 0.110 | ||||||
Exercise or walk to manage stress | −0.751 | *** | 0.100 | ||||||
Socio-demographics | |||||||||
Male | 0.579 | *** | 0.116 | 0.700 | *** | 0.112 | 0.580 | *** | 0.110 |
Age | −0.048 | *** | 0.004 | −0.035 | *** | 0.003 | −0.036 | *** | 0.003 |
Race/ethnicity (Reference = White) | |||||||||
Black | −0.707 | *** | 0.147 | −0.548 | *** | 0.141 | −0.560 | *** | 0.138 |
Hispanic | 0.032 | 0.161 | 0.093 | 0.154 | 0.045 | 0.151 | |||
Other | −0.362 | * | 0.169 | −0.271 | 0.162 | −0.290 | 0.158 | ||
Foreign-born | −0.128 | 0.155 | 0.129 | 0.149 | 0.102 | 0.146 | |||
Married | −0.237 | * | 0.112 | −0.083 | 0.108 | −0.002 | 0.106 | ||
College graduate | −0.550 | *** | 0.115 | −0.454 | *** | 0.110 | −0.374 | ** | 0.108 |
Employed full time | 0.108 | 0.116 | 0.176 | 0.111 | 0.197 | 0.109 | |||
R-squared | 0.206 | 0.270 | 0.299 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2024 by the authors. Published by MDPI on behalf of the University Association of Education and Psychology. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Paat, Y.-F.; Hope, T.L.; Ferreira-Pinto, J.B.; Olvera Alvarez, H. A Bio-Psycho-Social Approach to Understanding Optimism and Pessimism in Response to Stress. Eur. J. Investig. Health Psychol. Educ. 2024, 14, 2671-2685. https://doi.org/10.3390/ejihpe14100176
Paat Y-F, Hope TL, Ferreira-Pinto JB, Olvera Alvarez H. A Bio-Psycho-Social Approach to Understanding Optimism and Pessimism in Response to Stress. European Journal of Investigation in Health, Psychology and Education. 2024; 14(10):2671-2685. https://doi.org/10.3390/ejihpe14100176
Chicago/Turabian StylePaat, Yok-Fong, Trina L. Hope, João B. Ferreira-Pinto, and Hector Olvera Alvarez. 2024. "A Bio-Psycho-Social Approach to Understanding Optimism and Pessimism in Response to Stress" European Journal of Investigation in Health, Psychology and Education 14, no. 10: 2671-2685. https://doi.org/10.3390/ejihpe14100176
APA StylePaat, Y. -F., Hope, T. L., Ferreira-Pinto, J. B., & Olvera Alvarez, H. (2024). A Bio-Psycho-Social Approach to Understanding Optimism and Pessimism in Response to Stress. European Journal of Investigation in Health, Psychology and Education, 14(10), 2671-2685. https://doi.org/10.3390/ejihpe14100176