Psychological flexibility and inflexibility as sources of resiliency and risk during a pandemic: Modeling the cascade of COVID-19 stress on family systems with a contextual behavioral science lens
Open accessAbstract
Background The coronavirus disease (COVID-19) pandemic and the historic economic shutdown and stay-at-home efforts to slow its spread have radically impacted the lives of families across the world, completely disrupting routines and challenging them to adjust to new health risks as well as to new work and family demands. The current study applied a contextual behavioral science lens to the spillover hypothesis of Family Systems Theory to develop a multi-stage mechanistic model for how COVID-19 stress could impact family and child functioning and how parents' psychological flexibility could shape those processes.Methods A total of 742 coparents (71% female; 84% Caucasian, 85% married, M = 41 years old) of children (ages 5-18, M = 9.4 years old, 50% male) completed an online survey from March 27th to the end of April 2020.Results Path analyses highlighted robust links from parent inflexibility to all components of the model, predicting: greater COVID-19 stress, greater coparenting discord and family discord, greater caustic parenting, and greater parent and child distress. Parent flexibility was associated with greater family cohesion, lower family discord and greater use of constructive parenting strategies (inductive, democratic/autonomy supportive, positive). Results further suggested that COVID-19 stressors predicted greater family and coparent discord, which in turn predicted greater use of caustic parenting (reactive, inconsistent, aggressive), which in turn predicted greater child and parent distress.Conclusions The current results highlight parental flexibility and inflexibility as key points of intervention for helping families navigate the current global health crisis, highlighting the crucial role they play in the lives of families.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
During the pandemic, psychological flexibility moderated psychological distress within family systems.
“During the pandemic PF has also been found to moderate the relationships between social isolation and depression and anxiety (Smith et al., 2020), COVID-19 risk factors and mental health difficulties (Pakenham et al., 2020), COVID-19 stressors and suicide risk (Crasta et al., 2020) and psychological distress within family systems (Daks et al., 2020).”
From Behind the masks: A cross-sectional study on intolerance of uncertainty, perceived vulnerability to disease and psychological flexibility in relation to state anxiety and wellbeing during the COVID-19 pandemic (2021) · cites this paper as Daks et al., 2020
The Results (Correlations among study variables; page unavailable) link parental psychological flexibility with parent depressive symptoms, while the Discussion (Implications; page unavailable) describes an indirect path from flexibility through lower family discord to lower child distress. The paper reports associations and path analyses, not a finding that flexibility moderated a relationship involving psychological distress. (LLM, conf=0.84)
Experimental — accuracy not yet measuredPsychological flexibility has a moderating role between the psychological impacts of COVID-19 and mental health outcomes and wellbeing.
“and a moderating role between the psychological impacts of COVID-19 and mental health outcomes and wellbeing (Chong et al., 2021; Crasta et al., 2020; Daks et al., 2020; Pakenham et al., 2020; Smith et al., 2020).”
From Behind the masks: A cross-sectional study on intolerance of uncertainty, perceived vulnerability to disease and psychological flexibility in relation to state anxiety and wellbeing during the COVID-19 pandemic (2021) · cites this paper as Daks et al., 2020
The Results (Testing the path model; page unavailable) link parental psychological flexibility to healthier family functioning and indirectly to lower child distress during the pandemic. But the paper reports path associations, not that flexibility moderates the relationship between COVID-19’s psychological impacts and mental health or well-being outcomes. (LLM, conf=0.85)
Experimental — accuracy not yet measuredCaregivers with symptoms of anxiety, depression, and traumatic stress are at higher risk of negative consequences due to COVID-19 and the quarantine.
“As stated, caregivers with symptoms of anxiety, depression, and traumatic stress are at higher risk of negative consequences due to COVID-19 and the quarantine (Brooks et al., 2020, Brown et al., 2020, Daks et al., 2020).”
From Brief Transdiagnostic Intervention for Parents With Emotional Disorder Symptoms During the COVID-19 Pandemic: A Case Example (2021) · cites this paper as Daks et al., 2020
The Results (Testing the path model; page unavailable) link COVID-19 stress and stay-at-home demands to poorer family functioning and greater parent and child distress. The paper does not show that caregivers who already have anxiety, depression, or traumatic-stress symptoms are at higher risk of those consequences; its identified risk factor is parental psychological inflexibility. (LLM, conf=0.84)
Experimental — accuracy not yet measuredCertain psychosocial studies point to psychological flexibility as a key target for treating and helping affected individuals recover.
“Some of these identify psychological flexibility, or the ability to act with openness, awareness, and engagement (Hayes et al., 2006) as an important target in the treatment and recovery of those adversely affected”
From Health, well-being, and persisting symptoms in the pandemic: What is the role of psychological flexibility? (2022) · cites this paper as Daks et al., 2020
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
The PHQ-9: Validity of a brief depression severity measure
Kroenke, K., Spitzer, R. L., & Williams, J. B. W. (2001) · Journal of General Internal Medicine · doi:10.1046/j.1525-1497.2001.016009606.x · Cited by 44,910 · see citing works
Zhou, F., Yu, T., Du, R., Fan, G., Liu, Y., Liu, Z., Xiang, J., Wang, Y., Song, B., Gu, X., et al. (2020) · The Lancet · doi:10.1016/s0140-6736(20)30566-3 · Cited by 27,263 · see citing works
Acceptance and commitment therapy: model, processes and outcomes
Hayes, S. C., Luoma, J. B., Bond, F. W., Masuda, A., & Lillis, J. (2006) · Behaviour Research and Therapy · doi:10.1016/j.brat.2005.06.006 · Cited by 6,587 · cited 1× · see citing works
“More specifically, ACT-based interventions have been shown to reduce parental distress among parents of children with autism (Blackledge & Hayes, 2006), to reduce both the use of lax parenting and child behavior problems in families with children with cerebral palsy (Whittingham, Sanders, McKinlay,…”
THE McMASTER FAMILY ASSESSMENT DEVICE*
Epstein, N. B., Baldwin, L. M., & Bishop, D. S. (1983) · Journal of Marital and Family Therapy · doi:10.1111/j.1752-0606.1983.tb01497.x · Cited by 3,584 · see citing works
Compas, B. E., Connor-Smith, J. K., Saltzman, H., Thomsen, A. H., & Wadsworth, M. E. (2001) · Psychological Bulletin · doi:10.1037/0033-2909.127.1.87 · Cited by 3,277 · see citing works
Psychological flexibility as a fundamental aspect of health
Kashdan, T. B., & Rottenberg, J. (2010) · Clinical Psychology Review · doi:10.1016/j.cpr.2010.03.001 · Cited by 3,054 · see citing works
Consequences associated with work-to-family conflict: A review and agenda for future research.
Allen, T. D., Herst, D. E. L., Bruck, C. S., & Sutton, M. (2000) · Journal of Occupational Health Psychology · doi:10.1037/1076-8998.5.2.278 · Cited by 2,767 · see citing works
Early dynamics of transmission and control of COVID-19: a mathematical modelling study
Kucharski, A. J., Russell, T., Diamond, C., Liu, Y., Edmunds, J., Funk, S., Eggo, R. M., Sun, F., Jit, M., Munday, J. D., et al. (2020) · The Lancet Infectious Diseases · doi:10.1016/s1473-3099(20)30144-4 · Cited by 2,675 · see citing works
Economic Stress, Coercive Family Process, and Developmental Problems of Adolescents
Conger, R. D., Ge, X., Elder, G. H., Lorenz, F. O., & Simons, R. L. (1994) · Child Development · doi:10.1111/j.1467-8624.1994.tb00768.x · Cited by 2,005 · see citing works
Relational frame theory: a post-Skinnerian account of human language and cognition
Barnes‐Holmes, Y., Hayes, S. C., Barnes‐Holmes, D., & Roche, B. T. (2001) · Choice Reviews Online · doi:10.5860/choice.39-2482 · Cited by 1,974 · see citing works
Stress and Health: Major Findings and Policy Implications
Thoits, P. A. (2010) · Journal of Health and Social Behavior · doi:10.1177/0022146510383499 · Cited by 1,967 · see citing works
Cox, M. J., & Paley, B. (1997) · Annual Review of Psychology · doi:10.1146/annurev.psych.48.1.243 · Cited by 1,939 · see citing works
Families and individual development: provocations from the field of family therapy
Minuchin, P. (1985) · Child Development · doi:10.2307/1129720 · Cited by 1,654 · see citing works
Interrelatedness of marital relations and parent-child relations: A meta-analytic review.
Erel, O., & Burman, B. (1995) · Psychological Bulletin · doi:10.1037/0033-2909.118.1.108 · Cited by 1,603 · see citing works
Conger, R. D., Wallace, L. E., Sun, Y., Simons, R. L., McLoyd, V. C., & Brody, G. H. (2002) · Developmental Psychology · doi:10.1037/0012-1649.38.2.179 · Cited by 1,471 · see citing works
A Family Process Model of Economic Hardship and Adjustment of Early Adolescent Boys
Conger, R. D., Conger, K. J., Elder, G. H., Lorenz, F. O., Simons, R. L., & Whitbeck, L. B. (1992) · Child Development · doi:10.2307/1131344 · Cited by 1,454 · see citing works
Pinquart, M. (2017) · Developmental psychology · doi:10.1037/dev0000295 · Cited by 1,339 · cited 1× · see citing works
“…and less adaptive parenting strategies (e.g., Dumas et al., 2005), and J.S. Daks et al. Journal of Contextual Behavioral Science 18 (2020) 16–27 poorer levels of both child (see Pinquart, 2017 for a review) and parent well-being (e.g., Brown, Whittingham, & Sofronoff, 2015; Lloyd & Hastings, 2008).”
Economic Stress, Coercive Family Process, and Developmental Problems of Adolescents
Conger, R. D., Ge, X., Elder, G. H., et al. (1994) · Child Development · doi:10.2307/1131401 · Cited by 1,284 · see citing works
Authoritative, Authoritarian, and Permissive Parenting Practices: Development of a New Measure
Robinson, C. C., Mandleco, B. L., Olsen, S. F., & Hart, C. H. (1995) · Psychological Reports · doi:10.2466/pr0.1995.77.3.819 · Cited by 1,138 · see citing works
Assessment of parenting practices in families of elementary school-age children
Shelton, K. K., Frick, P. J., & Wootton, J. M. (1996) · Journal of Clinical Child Psychology · doi:10.1207/s15374424jccp2503_8 · Cited by 1,085 · see citing works
Bringing order out of chaos: Psychometric characteristics of the confusion, hubbub, and order scale
Matheny, A. P., Wachs, T. D., Ludwig, J. L., & Phillips, K. (1995) · Journal of Applied Developmental Psychology · doi:10.1016/0193-3973(95)90028-4 · Cited by 943 · see citing works
A-Tjak, J. G. L., Davis, M. L., Morina, N., Powers, M. B., Smits, J. A. J., & Emmelkamp, P. M. G. (2015) · Psychotherapy and Psychosomatics · doi:10.1159/000365764 · Cited by 921 · see citing works
Interparental Conflict and Parenting Behaviors: A Meta‐Analytic Review
Krishnakumar, A., & Buehler, C. A. (2000) · Family Relations · doi:10.1111/j.1741-3729.2000.00025.x · Cited by 876 · see citing works
A Family Process Model of Economic Hardship and Adjustment of Early Adolescent Boys
Conger, R. D., Conger, K. J., Elder, G. H., Lorenz, F. O., Simons, R. L., & Whitbeck, L. B. (1992) · Child Development · doi:10.1111/j.1467-8624.1992.tb01644.x · Cited by 772 · see citing works
Forman, E. M., Herbert, J. D., Moitra, E., Yeomans, P. D., & Geller, P. A. (2007) · Behavior Modification · doi:10.1177/0145445507302202 · Cited by 687 · see citing works
Coparenting: A link between marital conflict and parenting in two-parent families.
Margolin, G., Gordis, E. B., & John, R. S. (2001) · Journal of Family Psychology · doi:10.1037/0893-3200.15.1.3 · Cited by 640 · see citing works
Negotiating Adolescence in Times of Social Change
(1999) · Cambridge University Press eBooks · doi:10.1017/cbo9780511600906 · Cited by 545 · see citing works
Understanding family process: Basics of family systems theory.
Broderick, C. B. (1993) · Medical Entomology and Zoology · Cited by 545 · see citing works
Rolffs, J. L., Rogge, R. D., & Wilson, K. G. (2018) · Assessment · doi:10.1177/1073191116645905 · Cited by 504 · see citing works
Self-citationThe continuing coparental relationship between divorced spouses.
Ahrons, C. R. (1981) · American Journal of Orthopsychiatry · doi:10.1111/j.1939-0025.1981.tb01390.x · Cited by 418 · see citing works
Nelson, J. A., O’Brien, M., Blankson, A. N., Calkins, S. D., & Keane, S. P. (2009) · Journal of Family Psychology · doi:10.1037/a0015977 · Cited by 414 · see citing works
Parent influences on early childhood internalizing difficulties
Bayer, J. K., Sanson, A. V., & Hemphill, S. A. (2006) · Journal of Applied Developmental Psychology · doi:10.1016/j.appdev.2006.08.002 · Cited by 385 · see citing works
Using acceptance and commitment training in the support of parents of children diagnosed with autism
Blackledge, J. T., & Hayes, S. C. (2006) · Child & Family Behavior Therapy · doi:10.1300/j019v28n01_01 · Cited by 383 · see citing works
SARS-related Perceptions in Hong Kong
Lau, J. T. F., Yang, X., Pang, E., Tsui, H. Y., Wong, E. Y. L., & Wing, Y. K. (2005) · Emerging infectious diseases · doi:10.3201/eid1103.040675 · Cited by 358 · see citing works
The Role of Economic Pressure in the Lives of Parents and Their Adolescents: The Family Stress Model
Conger, K. J., Rueter, M. A., & Conger, R. D. (1999) · Cambridge University Press eBooks · doi:10.1017/cbo9780511600906.014 · Cited by 356 · see citing works
Chronic and acute stress and the prediction of major depression in women
Hammen, C., Kim, E. Y., Eberhart, N. K., & Brennan, P. A. (2009) · Depression and Anxiety · doi:10.1002/da.20571 · Cited by 347 · see citing works
Home Chaos: Sociodemographic, Parenting, Interactional, and Child Correlates
Dumas, J. E., Nissley‐Tsiopinis, J., Nordstrom, A. H., Smith, E. P., Prinz, R. J., & Levine, D. W. (2005) · Journal of Clinical Child & Adolescent Psychology · doi:10.1207/s15374424jccp3401_9 · Cited by 345 · see citing works
Gouveia, M. J., Carona, C., Canavarro, M. C., & Moreira, H. (2016) · Mindfulness · doi:10.1007/s12671-016-0507-y · Cited by 303 · see citing works
Self-compassion and well-being in parents of children with autism
Neff, K. D., & Faso, D. J. (2015) · Mindfulness · doi:10.1007/s12671-014-0359-2 · Cited by 291 · see citing works
Attachment-based family therapy: a review of the empirical support
Diamond, G., Russon, J., & Levy, S. (2016) · Family Process · doi:10.1111/famp.12241 · Cited by 258 · see citing works
Jenkins, J. M., Simpson, A., Dunn, J., Rasbash, J., & O’Connor, T. G. (2005) · Child Development · doi:10.1111/j.1467-8624.2005.00827.x · Cited by 254 · see citing works
Lansford, J. E., Ceballo, R., Abbey, A., & Stewart, A. J. (2001) · Journal of Marriage and the Family · doi:10.1111/j.1741-3737.2001.00840.x · Cited by 254 · see citing works
Wersebe, H., Lieb, R., Meyer, A. H., Hofer, P., & Gloster, A. T. (2018) · International Journal of Clinical and Health Psychology · doi:10.1016/j.ijchp.2017.09.002 · Cited by 250 · see citing works
Low, N. C. P., Dugas, E. N., O’Loughlin, E. K., Rodriguez, D., Contreras, G. A., Chaiton, M., & O’Loughlin, J. L. (2012) · BMC Psychiatry · doi:10.1186/1471-244x-12-116 · Cited by 235 · see citing works
Mentalization‐based Therapeutic Interventions for Families
Asen, E., & Fonagy, P. (2011) · Journal of Family Therapy · doi:10.1111/j.1467-6427.2011.00552.x · Cited by 194 · see citing works
Lloyd, J., Bond, F. W., & Flaxman, P. E. (2013) · Work & Stress · doi:10.1080/02678373.2013.782157 · Cited by 175 · see citing works
Pedersen, S., & Revenson, T. A. (2005) · Journal of Family Psychology · doi:10.1037/0893-3200.19.3.404 · Cited by 173 · see citing works
Coyne, L. W., McHugh, L., & Martinez, E. R. (2011) · Child and Adolescent Psychiatric Clinics of North America · doi:10.1016/j.chc.2011.01.010 · Cited by 168 · see citing works
Wong, C. C. Y., Mak, W. W. S., & Liao, K. Y. (2016) · Mindfulness · doi:10.1007/s12671-016-0580-2 · Cited by 165 · see citing works
Stepfamily Communication Strengths.
Golish, T. D. (2003) · Human Communication Research · doi:10.1111/j.1468-2958.2003.tb00831.x · Cited by 151 · see citing works
Parent's psychological flexibility: associations with parenting and child psychosocial well-being
Brassell, A. A., Rosenberg, E., Parent, J., Rough, J. N., Fondacaro, K., & Seehuus, M. (2016) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2016.03.001 · Cited by 149 · see citing works
McCaffrey, S. A., Reitman, D. S., & Black, R. A. (2016) · Mindfulness · doi:10.1007/s12671-016-0596-7 · Cited by 136 · see citing works
Fledderus, M., Bohlmeijer, E. T., Fox, J.-P., Schreurs, K. M. G., & Spinhoven, P. (2013) · Behaviour Research and Therapy · doi:10.1016/j.brat.2012.11.007 · Cited by 133 · see citing works
Lloyd, T., & Hastings, R. P. (2008) · Journal of Intellectual Disability Research · doi:10.1111/j.1365-2788.2007.00974.x · Cited by 132 · see citing works
Buehler, C. A., Benson, M. J., & Gerard, J. M. (2006) · Journal of Research on Adolescence · doi:10.1111/j.1532-7795.2006.00132.x · Cited by 123 · see citing works
"Becoming a family": developmental processes represented in blended family discourse
Braithwaite, D. O., Olson, L. N., Golish, T. D., Soukup, C., & Turman, P. D. (2001) · Journal of Applied Communication Research · doi:10.1080/00909880128112 · Cited by 119 · see citing works
Rogge, R. D., Daks, J. S., Dubler, B. A., & Saint, K. J. (2019) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2019.10.001 · Cited by 109 · see citing works
Self-citationBurke, K., Muscara, F., McCarthy, M., Dimovski, A., Hearps, S., Anderson, V., & Walser, R. (2014) · Families, Systems, & Health · doi:10.1037/fsh0000012 · Cited by 107 · see citing works
Interventions to Reduce Behavioral Problems in Children With Cerebral Palsy: An RCT
Whittingham, K., Sanders, M., McKinlay, L., & Boyd, R. N. (2014) · Pediatrics · doi:10.1542/peds.2013-3620 · Cited by 105 · see citing works
Parenting changes in adults with cancer
Moore, C., Rauch, P. K., Baer, L., Pirl, W. F., & Muriel, A. C. (2015) · Cancer · doi:10.1002/cncr.29525 · Cited by 104 · see citing works
MacDonald, E. E., Hastings, R. P., & Fitzsimons, E. (2010) · Journal of Applied Research in Intellectual Disabilities · doi:10.1111/j.1468-3148.2009.00546.x · Cited by 101 · see citing works
Development of the parental psychological flexibility questionnaire
Burke, K., & Moore, S. (2015) · Child Psychiatry & Human Development · doi:10.1007/s10578-014-0495-x · Cited by 94 · see citing works
Moreira, H., & Canavarro, M. C. (2016) · Mindfulness · doi:10.1007/s12671-016-0647-0 · Cited by 93 · see citing works
Peltz, J. S., Rogge, R. D., & Sturge‐Apple, M. L. (2018) · Journal of Family Psychology · doi:10.1037/fam0000413 · Cited by 91 · see citing works
Self-citationMindfulness and Parenting: A Correlational Study of Non-meditating Mothers of Preschool Children.
Corthorn, C., & Milicic, N. (2016) · Journal of Child and Family Studies · doi:10.1007/s10826-015-0319-z · Cited by 81 · see citing works
Relations between acceptance of multiple sclerosis and positive and negative adjustments
Pakenham, K. I., & Fleming, M. (2011) · Psychology & Health · doi:10.1080/08870446.2010.517838 · Cited by 70 · see citing works
Fisher, P. A., Leve, L. D., O'Leary, C. C., & Leve, C. S. (2003) · Family Relations · doi:10.1111/j.1741-3729.2003.00045.x · Cited by 63 · see citing works
Wong, S. Y. S., Lee, A., Tsang, K. K., & Wong, S. Y. S. (2004) · Journal of Epidemiology & Community Health · doi:10.1136/jech.2003.015594 · Cited by 63 · see citing works
Attachment-based family therapy interventions.
Diamond, G. M. (2013) · Psychotherapy · doi:10.1037/a0032689 · Cited by 53 · see citing works
Waters, C. S., Frude, N., Flaxman, P. E., & Boyd, J. (2018) · British Journal of Clinical Psychology · doi:10.1111/bjc.12155 · Cited by 50 · see citing works
Peltz, J. S., Rogge, R. D., & O’Connor, T. G. (2018) · Journal of Family Psychology · doi:10.1037/fam0000491 · Cited by 48 · see citing works
Self-citationState of the research & literature address: ACT with children, adolescents and parents.
Murrell, A. R., & Scherbarth, A. J. (2006) · International Journal of Behavioral Consultation and Therapy · doi:10.1037/h0101005 · Cited by 47 · see citing works
Stepfamily Communication Strengths: Understanding the Ties That Bind
Golish, T. D. (2003) · Human Communication Research · doi:10.1093/hcr/29.1.41 · Cited by 42 · see citing works
Brown, F., Whittingham, K., & Sofronoff, K. (2015) · Journal of Pediatric Psychology · doi:10.1093/jpepsy/jsu109 · Cited by 38 · see citing works
Timmers, I., Simons, L. E., Hernandez, J. M., McCracken, L. M., & Wallace, D. P. (2019) · European Journal of Pain · doi:10.1002/ejp.1403 · Cited by 37 · cited 1× · see citing works
“For example, Timmers et al., 2019 demonstrated links between parental inflexibility and adolescent-reported distress, pain catastrophizing, and functional disability in a sample of 578 pediatric chronic pain patients.”
BackgroundChi, P., Li, X., Tam, C. C., Du, H., Zhao, G., & Zhao, J. (2015) · AIDS and Behavior · doi:10.1007/s10461-015-1104-0 · Cited by 31 · see citing works
Henrichs, J., van den Heuvel, M. I., Witteveen, A. B., Wilschut, J. A., & den Bergh, B. R. H. V. (2019) · Mindfulness · doi:10.1007/s12671-019-01115-9 · Cited by 27 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- Hayes S.C. Strosahl K.D. Wilson K.G. Acceptance and Commitment Therapy:The process and practice of mindful change 2011 Guilford Press
Cited by
Sorted by citations
Ozamiz-Etxebarria, N., Berasategi Santxo, N., Idoiaga Mondragon, N., & Dosil Santamaría, M. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.620718 · Cited by 372 · see citing works
Spiritual Well-Being and Mental Health During the COVID-19 Pandemic in Italy
Coppola, I., Rania, N., Parisi, R., & Lagomarsino, F. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.626944 · Cited by 195 · see citing works
McCracken, L. M., Badinlou, F., Buhrman, M., & Brocki, K. C. (2021) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2020.11.003 · Cited by 146 · see citing works
Cassinat, J. R., Whiteman, S. D., Serang, S., Dotterer, A. M., Mustillo, S. A., Maggs, J. L., & Kelly, B. C. (2021) · Developmental Psychology · doi:10.1037/dev0001217 · Cited by 146 · see citing works
Family resilience and psychological distress in the COVID-19 pandemic: A mixed methods study.
Eales, L., Ferguson, G. M., Gillespie, S., Smoyer, S., & Carlson, S. M. (2021) · Developmental Psychology · doi:10.1037/dev0001221 · Cited by 140 · see citing works
Bentenuto, A., Mazzoni, N., Giannotti, M., Venuti, P., & de Falco, S. (2020) · Research in Developmental Disabilities · doi:10.1016/j.ridd.2020.103840 · Cited by 133 · see citing works
Eales, L., Gillespie, S., Alstat, R. A., Ferguson, G. M., & Carlson, S. M. (2021) · Child Development · doi:10.1111/cdev.13652 · Cited by 132 · see citing works
Corbett, B., Muscatello, R. A., Klemenčić, M., & Schwartzman, J. M. (2021) · Autism Research · doi:10.1002/aur.2521 · Cited by 101 · see citing works
Life Interrupted: Family Routines Buffer Stress during the COVID-19 Pandemic
Bates, C. R., Nicholson, L. M., Rea, E. M., Hagy, H. A., & Bohnert, A. M. (2021) · Journal of Child and Family Studies · doi:10.1007/s10826-021-02063-6 · Cited by 88 · see citing works
Penna, A. L., de Aquino, C. M., Pinheiro, M. S. N., do Nascimento, R. L. F., Farías-Antúnez, S., Araújo, D. A. B. S., Mita, C., Machado, M. M. T., & Castro, M. C. (2023) · BMC Public Health · doi:10.1186/s12889-023-15003-4 · Cited by 88 · see citing works
Cohen, Z. P., Cosgrove, K. T., DeVille, D. C., Akeman, E., Singh, M. K., White, E. J., Stewart, J. L., Aupperle, R. L., Paulus, M. P., & Kirlić, N. (2021) · Frontiers in Pediatrics · doi:10.3389/fped.2021.622608 · Cited by 78 · see citing works
Browne, D. T., Wade, M., May, S. S., Jenkins, J. M., & Prime, H. (2021) · Developmental Psychology · doi:10.1037/dev0001237 · Cited by 81 · see citing works
Landi, G., Pakenham, K. I., Crocetti, E., Tossani, E., & Grandi, S. (2022) · Journal of Affective Disorders · doi:10.1016/j.jad.2022.03.067 · Cited by 74 · see citing works
Boldt, K., Coenen, M., Movsisyan, A., Voss, S., Rehfuess, E., Kunzler, A. M., Lieb, K., & Jung-Sievers, C. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18052361 · Cited by 72 · see citing works
The impact of oxidative stress damage induced by the environmental stressors on COVID-19
Bakadia, B. M., Boni, B. O. O., Ahmed, A. A. Q., & Yang, G. (2020) · Life Sciences · doi:10.1016/j.lfs.2020.118653 · Cited by 65 · see citing works
COVID-19: Financial Stress and Well-Being in Families
Rodrigues, M. M. M., Silva, R., & Franco, M. (2021) · Journal of Family Issues · doi:10.1177/0192513x211057009 · Cited by 59 · see citing works
Stracke, M., Heinzl, M., Müller, A. D., Gilbert, K., Thorup, A. A. E., Paul, J. L., & Christiansen, H. (2023) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph20054485 · Cited by 61 · see citing works
Feather, G., & Williams, M. (2022) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2021.12.007 · Cited by 48 · see citing works
Rogge, R. D., & Daks, J. S. (2021) · Mindfulness · doi:10.1007/s12671-020-01537-w · Cited by 50 · see citing works
Self-citationProblemli İnternet Kullanımında Güncel Bir Risk Faktörü: COVID-19 Pandemisi
Baltacı, Ö., Akbulut, Ö. F., & Yılmaz, E. (2021) · Humanistic Perspective · doi:10.47793/hp.872503 · Cited by 54 · see citing works
Werchan, D. M., Hendrix, C. L., Ablow, J. C., Amstadter, A. B., Austin, A., Babineau, V., Bogat, G. A., Cioffredi, L., Conradt, E. D., Crowell, S. E., et al. (2022) · Scientific Reports · doi:10.1038/s41598-022-05299-4 · Cited by 48 · see citing works
Whitt‐Woosley, A., Sprang, G., & Eslinger, J. G. (2021) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2021.105444 · Cited by 43 · see citing works
Mallett, R., Coyle, C., Kuang, Y., & Gillanders, D. T. (2021) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2021.09.003 · Cited by 42 · see citing works
Chong, Y. Y., Frey, E., Chien, W. T., Cheng, H. Y., & Gloster, A. T. (2023) · Journal of Nursing Scholarship · doi:10.1111/jnu.12874 · Cited by 42 · see citing works
Lappalainen, P., Lappalainen, R., Keinonen, K., Kaipainen, K., Puolakanaho, A., Muotka, J., & Kiuru, N. (2023) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2022.12.001 · Cited by 41 · see citing works
COVID-19 Pandemic Lockdown and Wellbeing: Experiences from Aotearoa New Zealand in 2020
Officer, T. N., Imlach, F., McKinlay, E. M., Kennedy, J., Pledger, M. J., Russell, L., Churchward, M., Cumming, J., & McBride‐Henry, K. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19042269 · Cited by 39 · see citing works
Yao, X., Xu, X., Chan, K. L., Chen, S., Assink, M., & Gao, S. (2022) · Journal of Affective Disorders · doi:10.1016/j.jad.2022.09.116 · Cited by 43 · see citing works
Longitudinal study on prenatal depression and anxiety during the COVID-19 pandemic
López-Morales, H., del-Valle, M., Andrés, M. L., Trudo, R. G., Canet‐Juric, L., & Urquijo, S. (2021) · Archives of Women's Mental Health · doi:10.1007/s00737-021-01152-1 · Cited by 38 · see citing works
Pollard, A. E., & Rogge, R. (2022) · Archives of Sexual Behavior · doi:10.1007/s10508-021-02208-0 · Cited by 23 · see citing works
Self-citationDubois-Comtois, K., Suffren, S., St-Laurent, D., Milot, T., & Lemelin, J.-P. (2021) · Journal of Developmental & Behavioral Pediatrics · doi:10.1097/dbp.0000000000000935 · Cited by 36 · see citing works
Zinn, S., & Bayer, M. (2021) · Zeitschrift für Erziehungswissenschaft · doi:10.1007/s11618-021-01012-9 · Cited by 36 · see citing works
Prime, H., Wade, M., May, S. S., Jenkins, J. M., & Browne, D. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.669106 · Cited by 31 · see citing works
Fang, S., & Ding, D. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.1069748 · Cited by 34 · see citing works
Jo, D., Pyo, S., Hwang, Y., Seung, Y., & Yang, E. (2024) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2024.100798 · Cited by 34 · see citing works
Essler, S., Christner, N., & Paulus, M. (2023) · European Child & Adolescent Psychiatry · doi:10.1007/s00787-023-02215-7 · Cited by 34 · see citing works
Parmar, A., Esser, K., Barreira, L., Miller, D., Morinis, L., Chong, Y. Y., Smith, W. L., Major, N., Church, P., Cohen, E., et al. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18158205 · Cited by 35 · see citing works
Robertson, E., Piscitello, J., Schmidt, E. M., Mallar, C., Davidson, B., & Natale, R. (2021) · Child and Adolescent Psychiatry and Mental Health · doi:10.1186/s13034-021-00422-1 · Cited by 34 · see citing works
Mohanty, J., Chokkanathan, S., & Alberton, A. M. (2022) · Family Relations · doi:10.1111/fare.12635 · Cited by 31 · see citing works
Szarko, A. J., Houmanfar, R. A., Smith, G. S., Jacobs, N. N., Smith, B. M., Assemi, K., Piasecki, M., & Baker, T. K. (2022) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2022.02.004 · Cited by 31 · see citing works
Herbert, J. S., Mitchell, A. S., Brentnall, S. J., & Bird, A. L. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.606507 · Cited by 30 · see citing works
Liu, C. H., Smiley, P. A., Vicman, J. M., Wong, G. T. F., & Doan, S. N. (2021) · Journal of Health Psychology · doi:10.1177/13591053211026742 · Cited by 28 · see citing works
Chong, Y. Y., Chien, W. T., Cheng, H. Y., Lamnisos, D., Ļubenko, J., Presti, G., Squatrito, V., Constantinou, M., Nicolaou, C., Papacostas, S., et al. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph18084143 · Cited by 26 · see citing works
Rania, N., Coppola, I., & Pinna, L. (2021) · The Qualitative Report · doi:10.46743/2160-3715/2021.4863 · Cited by 26 · see citing works
The Pandemic Period and the Parent-Child Relationship
Öngören, S. (2021) · International Journal of Contemporary Educational Research · doi:10.33200/ijcer.800990 · Cited by 25 · see citing works
Cordini, M. M., & Angelis, G. D. (2021) · European Journal of Education · doi:10.1111/ejed.12483 · Cited by 25 · see citing works
Social ties, fears and bias during the COVID-19 pandemic: Fragile and flexible mindsets
Tei, S., & Fujino, J. (2022) · Humanities and Social Sciences Communications · doi:10.1057/s41599-022-01210-8 · Cited by 25 · see citing works
McCracken, L. M., Buhrman, M., Badinlou, F., & Brocki, K. C. (2022) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2022.10.003 · Cited by 24 · see citing works
Children’s digital play as collective family resilience in the face of the pandemic
Burke, A., Kumpulainen, K., & Smith, C. (2023) · Journal of Early Childhood Literacy · doi:10.1177/14687984221124179 · Cited by 23 · see citing works
Rania, N., Coppola, I., Lagomarsino, F., & Parisi, R. (2022) · Child & Family Social Work · doi:10.1111/cfs.12867 · Cited by 23 · see citing works
Ding, D., & Zheng, M. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.893150 · Cited by 25 · see citing works
Daks, J. S., Peltz, J. S., & Rogge, R. D. (2022) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2022.08.011 · Cited by 22 · see citing works
Self-citationParker, S. F., Rogge, R. D., Drake, C. E., & Fogle, C. (2024) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2024.100753 · Cited by 22 · see citing works
Self-citationUnderstanding relational resilience of married adults in quarantine days
Aydoğan, D., Kara, E., & Kalkan, E. (2021) · Current Psychology · doi:10.1007/s12144-021-02224-2 · Cited by 25 · see citing works
Wright, K. B., Riemann, W. B., & Fisher, C. L. (2021) · Journal of Applied Communication Research · doi:10.1080/00909882.2021.1965186 · Cited by 20 · see citing works
Lv, J., Wu, X., Hongyun, Y., & Cui, X. (2021) · Gland Surgery · doi:10.21037/gs-21-424 · Cited by 19 · see citing works
Feldman, G. C., Martin, S., & Donovan, E. (2023) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2023.01.002 · Cited by 16 · see citing works
Chavez, J. V., Lee, T. K., Larson, M. E., & Behar‐Zusman, V. (2021) · Couple and Family Psychology Research and Practice · doi:10.1037/cfp0000166 · Cited by 16 · see citing works
Ehrenreich-May, J., Halliday, E. R., Karlovich, A. R., Gruen, R. L., Pino, A. C., & Tonarely, N. A. (2021) · Cognitive and Behavioral Practice · doi:10.1016/j.cbpra.2021.01.002 · Cited by 15 · see citing works
“As stated, caregivers with symptoms of anxiety, depression, and traumatic stress are at higher risk of negative consequences due to COVID-19 and the quarantine (Brooks et al., 2020; Brown et al., 2020; Daks et al., 2020).”
BackgroundCognitive flexibility and grit during times of crisis for Turkish EFL teachers
Erarslan, A. (2023) · Psychology in the Schools · doi:10.1002/pits.22852 · Cited by 18 · see citing works
Wang, H., Farokhnia, F., & Sanchuli, N. (2022) · Work · doi:10.3233/wor-220136 · Cited by 15 · see citing works
The Resilience of Caregivers and Children in the Context of COVID-19: A Systematic Review
Yates, J., & Mantler, T. (2023) · Journal of Child & Adolescent Trauma · doi:10.1007/s40653-022-00514-w · Cited by 18 · see citing works
Cao, J., Gou, M., Han, X., Li, D., & Zhou, G. (2024) · Journal of Child and Family Studies · doi:10.1007/s10826-024-02828-9 · Cited by 18 · see citing works
Child Disruptions, Remote Learning, and Parent Mental Health during the COVID-19 Pandemic
Deeb, S., Madden, D. A., Berhane, T., Lin, J., Özbek, U., Mayer, V., & Vangeepuram, N. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19116442 · Cited by 13 · see citing works
Therrien, M. C. S., Biggs, E. E., Barton-Hulsey, A., Collins, S. C., & Romano, M. K. (2022) · Augmentative and Alternative Communication · doi:10.1080/07434618.2022.2135136 · Cited by 13 · see citing works
Jo, D., Goh, P. K., Lin, S. L., Spencer, S. D., & Masuda, A. (2024) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2024.100766 · Cited by 12 · see citing works
Parenting in Israel amid COVID-19: the Protective Role of Mentalization and Emotion Regulation
Cohen, R., Yassin, N., & Gershy, N. (2022) · Adversity and Resilience Science · doi:10.1007/s42844-022-00072-y · Cited by 13 · see citing works
Mathematical Approach to Investigate Stress due to Control Measures to Curb COVID-19
Paul, J. N., Mirau, S., & Mbalawata, I. S. (2022) · Computational and Mathematical Methods in Medicine · doi:10.1155/2022/7772263 · Cited by 12 · see citing works
Lobato, D., Montesinos, F., & Flujas-Contreras, J. M. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19106118 · Cited by 12 · see citing works
Dąbkowska, M., Kobierecka-Dziamska, A., & Prusaczyk, M. (2021) · IntechOpen eBooks · doi:10.5772/intechopen.97828 · Cited by 17 · see citing works
Baluku, M. M. (2023) · International Journal of Applied Positive Psychology · doi:10.1007/s41042-023-00091-9 · Cited by 13 · see citing works
Li, J., Zhai, Y., Xiao, B., Xia, X., Wang, J., Zhao, Y., Ye, L., & Li, Y. (2023) · Psychology Research and Behavior Management · doi:10.2147/prbm.s414456 · Cited by 11 · see citing works
Wu, Q., Zhang, T.-M., Wang, X., & Zhang, Y. (2024) · BMC Psychology · doi:10.1186/s40359-024-01521-2 · Cited by 10 · see citing works
Gavazzi, S. M., & Lim, J.-Y. (2023) · Advancing responsible adolescent development · doi:10.1007/978-3-031-43407-5_4 · Cited by 10 · see citing works
Bookman, C. J., Nunes, J. C., Ngo, N. T., Twickler, N. K., Smith, T. S., Lekwauwa, R., & Yuen, E. Y. (2024) · Child and Adolescent Psychiatry and Mental Health · doi:10.1186/s13034-024-00750-y · Cited by 21 · see citing works
Financial Stress and COVID-19: A Comprehensive Analysis of the Factors Associated with the Pandemic
Moon, K., Heo, W., Lee, J. M., & Grable, J. E. (2023) · Risks · doi:10.3390/risks11120218 · Cited by 10 · see citing works
Puffer, E. S., Johnson, S. L., Quick, K. N., Rieder, A. D., Mansoor, M., Proeschold‐Bell, R. J., Jones, S., Moore-Lawrence, S., Rasmussen, J. D., Cucuzzella, C., et al. (2022) · Prevention Science · doi:10.1007/s11121-022-01418-9 · Cited by 10 · see citing works
Abuse of Marginalized Older Adults During COVID-19
GUTMAN, G. M., Karbakhsh, M., & Stewart, H. G. (2022) · GeroPsych · doi:10.1024/1662-9647/a000301 · Cited by 10 · see citing works
Trindade, I. A., Vagos, P., Moreira, H., Fernandes, D. V., & Tyndall, I. (2022) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2022.06.003 · Cited by 10 · see citing works
Ünsal, F., & Acar, İ. H. (2023) · Children · doi:10.3390/children10040639 · Cited by 9 · see citing works
Aktaş, S. C., & ÇİÇEK, B. (2023) · Journal of Family Issues · doi:10.1177/0192513x231169558 · Cited by 8 · see citing works
Evolution of family relationship in Kyrgyzstan
Osmonova, D., Talgarbekova, E., Tashtanbekova, M., Moldoshova, A., & Anastassiadi, A. (2023) · Social & Legal Studios · doi:10.32518/sals4.2023.155 · Cited by 8 · see citing works
Hagan, M. J., Roubinov, D., Cordeiro, A. M., Lisha, N. E., & Bush, N. R. (2022) · Journal of Affective Disorders · doi:10.1016/j.jad.2022.08.061 · Cited by 8 · see citing works
Examining psychological flexibility in unaccompanied refugee minors: A network analysis
Freymann, J., Morroni, D., Kleinbub, J. R., & Karekla, M. (2024) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2024.100808 · Cited by 7 · see citing works
The Model for Maintaining Families with Noble Character During the Pandemic in Kampung KB Villages
Kustati, M., Kosim, M., Sermal, S., Fajri, S., & Febriani, S. R. (2024) · Jurnal Ilmiah Peuradeun · doi:10.26811/peuradeun.v12i1.1126 · Cited by 7 · see citing works
Resilience and Flexibility for Clinical Nurses: A Latent Class Analysis
Zhao, S., Zhang, Z., Duan, X., Shao, Y., Wang, F., Chen, Y., Yang, C., Chen, L., Wang, F., Zhang, J., et al. (2024) · Journal of Nursing Management · doi:10.1155/2024/6171305 · Cited by 8 · see citing works
Fang, S., Huang, M., Ding, D., & Zheng, Q. (2024) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2024.100805 · Cited by 7 · see citing works
Parenting With a Kind Mind: Exploring Kindness as a Potentiator for Enhanced Brain Health
Johnson, M. T., Fratantoni, J. M., Tate, K., & Moran, A. S. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.805748 · Cited by 7 · see citing works
Kwon, C. (2023) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph20053807 · Cited by 7 · see citing works
Xiao, H. (2023) · Family Relations · doi:10.1111/fare.12961 · Cited by 7 · see citing works
Tayyebi, G., Alwan, N. H., Hamed, A. F., Shallal, A. A., Abdulrazzaq, T., & Khayayi, R. (2024) · Iranian Journal of Psychiatry · doi:10.18502/ijps.v19i3.15809 · Cited by 7 · see citing works
“By enhancing psychological flexibility, ACT may contribute to improved resilience, fostering less rigid and more adaptable responses to challenging situations and emotions (13).”
BackgroundYao, X., Chan, K. L., Chen, S., & Gao, S. (2024) · Current Psychology · doi:10.1007/s12144-024-05628-y · Cited by 7 · see citing works
Bazo‐Alvarez, J. C., Villarreal‐Zegarra, D., Lázaro-Illatopa, W. I., Millones, D. L. M., Ipanaqué-Zapata, M., García, M. J., Bazo-Alvarez, O. A., Ríos, E. D. S. G., Salvatierra, W. V., & García-Serna, J. (2023) · PeerJ · doi:10.7717/peerj.16269 · Cited by 6 · see citing works
Fang, S., Ding, D., & Huang, M. (2023) · BMC Psychology · doi:10.1186/s40359-023-01318-9 · Cited by 6 · see citing works
Better social reversal learning is associated with a more social approach across time
Zabag, R., Kivity, Y., Gilboa‐Schechtman, E., & Levy‐Gigi, E. (2024) · Scientific Reports · doi:10.1038/s41598-024-58348-5 · Cited by 7 · see citing works
Helmer, J., Durrani, N., Mir, G., Polat, F., Karimova, N., & Qanay, G. (2024) · SAGE Open · doi:10.1177/21582440241307440 · Cited by 6 · see citing works
Schaffer, G. E., Kilanowski-Press, L., & Lee, B. E. C. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph191710483 · Cited by 6 · see citing works
Baluku, M. M., Nansubuga, F., Kibanja, G., Ouma, S., Balikoowa, R., Nansamba, J., Ruto, G. C., Kawooya, K., & Musanje, K. (2023) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2023.05.002 · Cited by 6 · see citing works
Tan, T. X., Wang, J. H., Wang, P., & Huang, Y. T. (2022) · Family Relations · doi:10.1111/fare.12755 · Cited by 6 · see citing works
Green, R., Linga-Easwaran, J., Goodman, C. V., Taylor, M., Fabiano, G. F., Miller, S., & Williams, T. (2024) · Frontiers in Psychology · doi:10.3389/fpsyg.2024.1328476 · Cited by 5 · see citing works
Vega-Campos, M., Pérez-Pérez, M., & Sarabia‐Cobo, C. (2025) · SAGE Open · doi:10.1177/21582440251320192 · Cited by 5 · see citing works
- Authors
- Daks, J. S., Peltz, J. S., & Rogge, R. D.
- Affiliations
- University of Rochester (US)
- Daemen College (US)
- Corresponding author
- Daks, Jennifer S.
- Venue
- Journal of Contextual Behavioral Science
- Publisher
- Elsevier BV
- Published
- 2020-10
- Volume
- 18
- Pages
- 16-27
- ISSN
- 2212-1447 (ISSN-L)
- PMC
- PMC7428754
- OpenAlex
- W3048447575
- Cited by
- 197
- References
- 77
- Citations by year
- 2026: 8 · 2025: 21 · 2024: 37 · 2023: 33 · 2022: 44 · 2021: 47 · 2020: 7
- FWCI
- 13.11
- Type
- journal article
- Language
- en
- Update notices
- erratum (2021-07-01)
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Journal of Contextual Behavioral Science (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Psychology › Clinical Psychology › COVID-19 and Mental Health
- Social Sciences › Psychology › Clinical Psychology › Mindfulness and Compassion Interventions
- Social Sciences › Psychology › Clinical Psychology › Child and Adolescent Psychosocial and Emotional Development
- Keywords
- psychological flexibility, COVID-19 pandemic, family systems theory, spillover hypothesis, family conflict, family cohesion, child distress, parental distress, contextual behavioral science, family resilience
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review