Adversity History Predicts Self-Reported Autonomic Reactivity and Mental Health in US Residents During the COVID-19 Pandemic
Open accessAbstract
Background: The spread of the COVID-19 virus presents an unprecedented event that rapidly introduced widespread life threat, economic destabilization, and social isolation. The human nervous system is tuned to detect safety and danger, integrating body and brain responses via the autonomic nervous system. Shifts in brain-body states toward danger responses can compromise mental health. For those who have experienced prior potentially traumatic events, the autonomic threat response system may be sensitive to new dangers and these threat responses may mediate the association between prior adversity and current mental health. Method: The present study collected survey data from adult U.S. residents (n = 1,666; 68% female; Age M = 46.24, SD = 15.14) recruited through websites, mailing lists, social media, and demographically-targeted sampling collected between March and May 2020. Participants reported on their adversity history, subjective experiences of autonomic reactivity, PTSD and depression symptoms, and intensity of worry related to the COVID-19 pandemic using a combination of standardized questionnaires and questions developed for the study. Formal mediation testing was conducted using path analysis and structural equation modeling. Results: Respondents with prior adversities reported higher levels of destabilized autonomic reactivity, PTSD and depression symptoms, and worry related to COVID-19. Autonomic reactivity mediated the relation between adversity and all mental health variables (standardized indirect effect range for unadjusted models: 0.212–0.340; covariate-adjusted model: 0.183–0.301). Discussion: The data highlight the important role of autonomic regulation as an intervening variable in mediating the impact of adversity on mental health. Because of the important role that autonomic function plays in the expression of mental health vulnerability, brain-body oriented therapies that promote threat response reduction should be investigated as possible therapeutic targets.
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The BPQ-SF measure of autonomic reactivity mediated the relationship between adversity history and mental health symptoms during the early phase of the Covid-19 pandemic in individuals who had not been infected.
“we documented that the BPQ-SF measure of autonomic reactivity mediated the relationship between adversity history and mental health symptoms during the early phase of the Covid-19 pandemic (March 29 to May 13, 2020) in individuals who had not been infected [77].”
From The vagal paradox: A polyvagal solution (2023) · cites this paper as [77]
The Methods (Measures) identify the BPQ-SF as the autonomic-reactivity measure, and the Discussion reports that autonomic reactivity mediated the association between prior adversity and PTSD and depression symptoms. The Methods (Procedure) give the stated March 29–May 13, 2020 dates, but list only an age requirement for participation; our copy does not establish that participants had not been infected. (LLM, conf=0.88)
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References 79 · Cited by 48
Research works printed but not linked: 52
- [2]World Health Organization WHO Virtual Press Conference on COVID-19. Virtual Press Conference presented at (2020).
- [4]Carvalho PM de M Moreira MM de Oliveira MNA Landim JMM Neto MLR. The psychiatric impact of the novel coronavirus outbreak. Psychiatr Res. (2020) 286: 112902. 10.1016/j.psychres.2020.112902 32146248 PMC7133679 · DOI · Paper page
- [5]McGinty EE Presskreischer R Han H Barry CL. Psychological distress and loneliness reported by US adults in 2018 and April 2020. JAMA. (2020) 324: 93– 4. 10.1001/jama.2020.9740 32492088 PMC7270868 · DOI · Paper page
- [11]Langley JN The Autonomic Nervous System (Pt. I). Oxford: Heffer (1921).
- [14]Jänig W Integrative Action of the Autonomic Nervous System: Neurobiology of Homeostasis. Cambridge: Cambridge University Press (2008). p. 633.
- [15]Kolacz J Kovacic KK Porges SW. Traumatic stress and the autonomic brain-gut connection in development: polyvagal Theory as an integrative framework for psychosocial and gastrointestinal pathology. Dev Psychobiol. (2019) 61: 796– 809. 10.1002/dev.21852 30953358 · DOI · Paper page
- [18]Kemp AH Quintana DS Gray MA Felmingham KL Brown K Gatt JM. Impact of depression and antidepressant treatment on heart rate variability: a review and meta-analysis. Biol Psychiatry. (2010) 67: 1067– 74. 10.1016/j.biopsych.2009.12.012 20138254 · DOI · Paper page
- [21]Levine JC Fleming R Piedmont JI Cain SM Chen W-J. Heart rate variability and generalized anxiety disorder during laboratory-induced worry and aversive imagery. J Affect Disord. (2016) 205: 207– 15. 10.1016/j.jad.2016.07.019 27449553 · DOI
- [22]Bottomley JM LeReun C Diamantopoulos A Mitchell S Gaynes BN. Vagus nerve stimulation (VNS) therapy in patients with treatment resistant depression: a systematic review and meta-analysis. Compreh Psychiatry. (2020) 98: 152156. 10.1016/j.comppsych.2019.152156 31978785 · DOI
- [23]Carreno FR Frazer A. Vagal nerve stimulation for treatment-resistant depression. Neurotherapeutics. (2017) 14: 716– 27. 10.1007/s13311-017-0537-8 28585221 PMC5509631 · DOI · Paper page
- [24]Gurel NZ Huang M Wittbrodt MT Jung H Ladd SL Shandhi MH. Quantifying acute physiological biomarkers of transcutaneous cervical vagal nerve stimulation in the context of psychological stress. Brain Stimul. (2020) 13: 47– 59. 10.1016/j.brs.2019.08.002 31439323 PMC8252146 · DOI
- [25]Noble LJ Meruva VB Hays SA Rennaker RL Kilgard MP McIntyre CK. Vagus nerve stimulation promotes generalization of conditioned fear extinction and reduces anxiety in rats. Brain Stimul. (2019) 12: 9– 18. 10.1016/j.brs.2018.09.013 30287193 PMC6301121 · DOI
- [26]Van der Kolk BA The Body Keeps the Score: Brain, Mind, and Body in the Healing of Trauma. New York, NY: Penguin Books (2015). p. 466.
- [27]Dale LP Shaikh SK Fasciano LC Watorek VD Heilman KJ Porges SW. College females with maltreatment histories have atypical autonomic regulation and poor psychological well-being. Psychol Trauma Theory Res Pract Policy. (2018) 10: 427– 34. 10.1037/tra0000342 29154592 · DOI
- [28]Kolacz J Porges SW Chronic diffuse pain and functional gastrointestinal disorders after traumatic stress: pathophysiology through a Polyvagal Perspective. Front Med. (2018) 5: 145 10.3389/fmed.2018.00145 PMC5990612 29904631 · DOI
- [29]Porges SW Furman SA. The early development of the autonomic nervous system provides a neural platform for social behavior: a polyvagal perspective. Infant Child Dev. (2011) 20: 106– 18. 10.1002/icd.688 21516219 PMC3079208 · DOI · Paper page
- [30]Del Giudice M Ellis BJ Shirtcliff EA. The adaptive calibration model of stress responsivity. Neurosci Biobehav Rev. (2011) 35: 1562– 92. 10.1016/j.neubiorev.2010.11.007 21145350 PMC3068241 · DOI · Paper page
- [31]Propper CB Holochwost SJ The influence of proximal risk on the early development of the autonomic nervous system. Dev Rev. (2013) 33: 151– 67. 10.1016/j.dr.2013.05.001 · DOI
- [32]Dale LP Carroll LE Galen G Hayes JA Webb KW Porges SW. Abuse history is related to autonomic regulation to mild exercise and psychological well-being. Appl Psychophysiol Biofeedback. (2009) 34: 299– 308. 10.1007/s10484-009-9111-4 19707870 · DOI · Paper page
- [33]Holochwost SJ Wang G Kolacz J Mills-Koonse WR Klika JB Jaffee SR. The neurobiological embedding of child maltreatment. Dev Psychopathol. (2020). 10.1017/S0954579420000383. [Epub ahead of print]. 32624073 · DOI
- [35]Hastings PD Kahle S Fleming C Lohr MJ Katz LF Oxford ML. An intervention that increases parental sensitivity in families referred to Child Protective Services also changes toddlers' parasympathetic regulation. Dev Sci. (2019) 22: e12725. 10.1111/desc.12725 30156354 PMC6294712 · DOI
- [36]Cohen H Kotler M Matar MA Kaplan Z Loewenthal U Miodownik H. Analysis of heart rate variability in posttraumatic stress disorder patients in response to a trauma-related reminder. Biol Psychiatry. (1998) 44: 1054– 9. 10.1016/S0006-3223(97)00475-7 9821570 · DOI
- [37]Van der Kolk BA. The neurobiology of childhood trauma and abuse. Child Adolescent Psychiatric Clinics. (2003) 12: 293– 317. 10.1016/S1056-4993(03)00003-8 12725013 · DOI
- [40]Porges SW The COVID-19 Pandemic is a Paradoxical Challenge to Our Nervous System: A Polyvagal Perspective | Clinical Neuropsychiatry. (2020). Available online at: https://www.clinicalneuropsychiatry.org/download/the-covid-19-pandemic-is-a-paradoxical-challenge-to-our-nervous-system-a-polyvagal-perspective-2/ (accessed May 26, 2020). PMC8629069 34908984
- [41]Walter SL Seibert SE Goering D O'Boyle EH A tale of two sample sources: do results from online panel data and conventional data converge? J Bus Psychol. (2019) 34: 425– 52. 10.1007/s10869-018-9552-y · DOI
- [42]Boas TC Christenson DP Glick DM Recruiting large online samples in the United States India: Facebook, Mechanical Turk, Qualtrics. PSRM. (2020) 8: 232– 50. 10.1017/psrm.2018.28 · DOI · Paper page
- [45]Hooper LM Stockton P Krupnick JL Green BL Development, use, and psychometric properties of the Trauma History Questionnaire. J Loss Trauma. (2011) 16: 258– 83. 10.1080/15325024.2011.572035 · DOI
- [54]Ruggiero KJ Ben KD Scotti JR Rabalais AE. Psychometric properties of the PTSD checklist—civilian version. J Traumatic Stress. (2003) 16: 495– 502. 10.1023/A:1025714729117 14584634 · DOI · Paper page
- [55]Spitzer RL Kroenke K Williams JBW Group the PHQPCValidation S utility of a self-report version of PRIME-MD: the PHQ primary care study JAMA. (1999) 282: 1737– 44. 10.1001/jama.282.18.1737 10568646 · DOI · Paper page
- [56]Kroenke K Spitzer RL Williams JBW. The Patient Health Questionnaire-2: validity of a two-item depression screener. Med Care. (2003) 41: 1284– 92. 10.1097/01.MLR.0000093487.78664.3C 14583691 · DOI · Paper page
- [58]Ruxton GD The unequal variance t-test is an underused alternative to Student's t-test and the Mann–Whitney U test. Behav Ecol. (2006) 17: 688– 90. 10.1093/beheco/ark016 · DOI · Paper page
- [60]Baron RM Kenny DA The moderator–mediator variable distinction in social psychological research: conceptual, strategic, statistical considerations. J Personal Soc Psychol. (1986) 51: 1173– 82. 10.1037/0022-3514.51.6.1173 3806354 · DOI · Paper page
- [61]MacKinnon DP Introduction to Statistical Mediation Analysis. New York, NY: Routledge (2008). p. 479.
- [62]Hayes AF Beyond Baron and Kenny: statistical mediation analysis in the new millennium. Commun Monogr. (2009) 76: 408– 20. 10.1080/03637750903310360 · DOI · Paper page
- [63]MacKinnon DP Lockwood CM Williams J. Confidence limits for the indirect effect: distribution of the product and resampling methods. Multivar Behav Res. (2004) 39: 99– 128. 10.1207/s15327906mbr3901_4 20157642 PMC2821115 · DOI · Paper page
- [64]Steiger JH A note on multiple sample extensions of the RMSEA fit index. Struct Equ Modeling. (1998) 5: 411– 9. 10.1080/10705519809540115 · DOI
- [65]Tucker LR Lewis C A reliability coefficient for maximum likelihood factor analysis. Psychometrika. (1973) 38: 1– 10. 10.1007/BF02291170 · DOI · Paper page
- [66]Bentler PM. Comparative fit indexes in structural models. Psychol Bull. (1990) 107: 238. 10.1037/0033-2909.107.2.238 2320703 · DOI · Paper page
- [67]Hu L Bentler PM Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Structural equation modeling: a multidisciplinary. Journal. (1999) 6: 1– 55. 10.1080/10705519909540118 · DOI · Paper page
- [68]MacCallum RC Roznowski M Necowitz LB. Model modifications in covariance structure analysis: the problem of capitalization on chance. Psychol Bull. (1992) 111: 490– 504. 10.1037/0033-2909.111.3.490 16250105 · DOI
- [69]Bollen KA Bauldry S. Three Cs in measurement models: causal indicators, composite indicators, and covariates. Psychol Methods. (2011) 16: 265– 84. 10.1037/a0024448 21767021 PMC3889475 · DOI
- [71]Beauchaine T. Vagal tone, development, and Gray's motivational theory: toward an integrated model of autonomic nervous system functioning in psychopathology. Dev Psychopathol. (2001) 13: 183– 214. 10.1017/S0954579401002012 11393643 · DOI · Paper page
- [72]Austin MA Riniolo TC Porges SW. Borderline personality disorder and emotion regulation: Insights from the Polyvagal Theory. Brain Cognition. (2007) 65: 69– 76. 10.1016/j.bandc.2006.05.007 17659821 PMC2082054 · DOI
- [75]Chida Y Hamer M. Chronic psychosocial factors and acute physiological responses to laboratory-induced stress in healthy populations: a quantitative review of 30 years of investigations. Psychol Bull. (2008) 134: 829– 85. 10.1037/a0013342 18954159 · DOI · Paper page
- [76]Ormel J Bastiaansen A Riese H Bos EH Servaas M Ellenbogen M. The biological and psychological basis of neuroticism: current status and future directions. Neurosci Biobehav Rev. (2013) 37: 59– 72. 10.1016/j.neubiorev.2012.09.004 23068306 · DOI
- [77]Solomon EP Heide KM. The biology of trauma: implications for treatment. J Interpers Violence. (2005) 20: 51– 60. 10.1177/0886260504268119 15618561 · DOI
- [78]Dieterich-Hartwell R Dance/movement therapy in the treatment of post-traumatic stress: a reference model. Arts Psychother. (2017) 54: 38– 46. 10.1016/j.aip.2017.02.010 · DOI
- [79]Goldstein MR Lewis GF Newman R Brown JM Bobashev G Kilpatrick L. Improvements in well-being and vagal tone following a yogic breathing-based life skills workshop in young adults: Two open-trial pilot studies. Int J Yoga. (2016) 9: 20– 6. 10.4103/0973-6131.171718 26865767 PMC4728954 · DOI
- [80]Ditto B Eclache M Goldman N Short-term autonomic and cardiovascular effects of mindfulness body scan meditation. Ann Behav Med. (2006) 32: 227– 34. 10.1207/s15324796abm3203_9 17107296 · DOI · Paper page
- [81]Kizakevich PN Eckhoff RP Lewis GF Davila MI Hourani LL Watkins R. Biofeedback-assisted resilience training for traumatic and operational stress: preliminary analysis of a self-delivered digital health methodology. JMIR mHealth uHealth. (2019) 7: e12590. 10.2196/12590 31493325 PMC6754694 · DOI
- [83]Borelli JL Shai D Yaakobi SF Levit-Binnun N Golland Y. Interpersonal physiological regulation during couple support interactions: examining the role of respiratory sinus arrhythmia and emotional support. Psychophysiology. (2019) 56: e13443. 10.1111/psyp.13443 31376306 · DOI
- [85]Reuben A Moffitt TE Caspi A Belsky DW Harrington H Schroeder F Lest we forget: comparing retrospective and prospective assessments of adverse childhood experiences in the prediction of adult health. J Child Psychol Psychiatry. (2016) 57: 1103– 12. 10.1111/jcpp.12621 27647050 PMC5234278 · DOI · Paper page
- Authors
- Kolacz, J., Dale, L. P., Nix, E. J., Roath, O. K., Lewis, G. F., & Porges, S. W.
- Affiliations
- University of Florida (US)
- Indiana University Bloomington (US)
- University of North Carolina at Chapel Hill (US)
- Venue
- Frontiers in Psychiatry
- Publisher
- Frontiers Media SA
- Published
- 2020-10-27
- Volume
- 11
- Pages
- 577728-577728
- ISSN
- 1664-0640 (ISSN-L)
- PMC
- PMC7653174
- OpenAlex
- W3097539944
- Cited by
- 48
- References
- 79
- Citations by year
- 2026: 8 · 2025: 5 · 2024: 6 · 2023: 10 · 2022: 12 · 2021: 7
- FWCI
- 2.90
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Frontiers in Psychiatry (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Carolina Digital Repository (University of North Carolina at Chapel Hill) (submittedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Topics
- Social Sciences › Psychology › Clinical Psychology › COVID-19 and Mental Health
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Heart Rate Variability and Autonomic Control
- Social Sciences › Psychology › Clinical Psychology › Posttraumatic Stress Disorder Research
- Keywords
- COVID-19 pandemic, autonomic reactivity, autonomic nervous system, mental health, posttraumatic stress symptoms, depressive symptoms, worry, threat response, mediation, potentially traumatic events
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