Testing a model of fear of cancer recurrence or progression: the central role of intrusions, death anxiety and threat appraisal
Abstract
We recently proposed a model of cancer-related anxiety to account for the etiology and maintenance of clinically significant anxiety in the context of cancer. This study tested predictions arising from the model to explain fear of cancer recurrence or progression (FCR). Patients with cancer were recruited from a research registry or outpatient hospital clinics (n = 211). In bivariate analyses, FCR was associated with metacognitive beliefs, intolerance of uncertainty, core belief disruption, less meaning in life, social constraints, death anxiety, intrusions, threat appraisal, and coping. A hierarchical regression explained 65% of the variance in FCR. FCR was predicted by younger age, intrusions, death anxiety, threat appraisal and meta-cognitions. The findings highlight the importance of both cognitive processes and content in FCR, including intrusions, fears about death and dying, beliefs about worry, and threat appraisals.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
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?
FCR is related to high intolerance to uncertainty.
“It is also related to high intolerance to uncertainty [23, 24].”
From Fear of cancer recurrence in breast cancer survivors carrying a BRCA1 or 2 genetic mutation : a cross-sectional study (2024) · cites this paper as [23]
Cites
Statistical Power Analysis for the Behavioral Sciences
Muller, K. E., & Cohen, J. (1989) · Technometrics · doi:10.2307/1270020 · Cited by 99,588 · see citing works
Statistical power analysis for the behavioral sciences
Cohen, J. (1990) · Computers Environment and Urban Systems · doi:10.1016/0198-9715(90)90050-4 · Cited by 65,406 · see citing works
Statistical power analyses using G∗Power 3.1: tests for correlation and regression analyses
Faul, F., Erdfelder, E., Buchner, A., & Lang, A.-G. (2009) · Behavior Research Methods · doi:10.3758/brm.41.4.1149 · Cited by 37,615 · see citing works
The meaning in life questionnaire: assessing the presence of and search for meaning in life
Steger, M. F., Frazier, P., Oishi, S., & Kaler, M. (2006) · Journal of Counseling Psychology · doi:10.1037/0022-0167.53.1.80 · Cited by 4,843 · see citing works
(1992) · Cited by 3,325 · see citing works
Park, C. L. (2010) · Psychological Bulletin · doi:10.1037/a0018301 · Cited by 3,174 · cited 2× · see citing works
“This model builds on earlier models of cancer-related anxiety, including FCR, as well as cognitive processing theories as they are applied to a life-threatening illness (e.g. Edmondson et al., 2011; Janoff-Bulman, 1992; Lepore, 2001; Park, 2010).”
BackgroundMethodThe Impact of Event Scale: Revised
Weiss, D. S. (2007) · Springer eBooks · doi:10.1007/978-0-387-70990-1_10 · Cited by 3,008 · see citing works
Fearing the unknown: A short version of the Intolerance of Uncertainty Scale
Carleton, R. N., Norton, M. A. P. J., & Asmundson, G. J. G. (2007) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2006.03.014 · Cited by 2,288 · see citing works
A short form of the metacognitions questionnaire: properties of the MCQ-30
Wells, A., & Cartwright-Hatton, S. (2004) · Behaviour Research and Therapy · doi:10.1016/s0005-7967(03)00147-5 · Cited by 1,396 · see citing works
Solomon, S., Greenberg, J., & Pyszczynski, T. (1991) · Advances in Experimental Social Psychology · doi:10.1016/s0065-2601(08)60328-7 · Cited by 1,296 · cited 6× · see citing works
“TMT posits that core beliefs may provide a stable and secure sense of the world and buffer against anxiety when one’s mortality is threatened (Solomon et al., 1991).”
BackgroundInfluentialMulticollinearity in Regression Analyses Conducted in Epidemiologic Studies
P. Vatcheva, K., & Lee, M. (2016) · Epidemiology: Open Access · doi:10.4172/2161-1165.1000227 · Cited by 1,291 · see citing works
Fear of cancer recurrence in adult cancer survivors: a systematic review of quantitative studies
Simard, S., Thewes, B., Humphris, G., Dixon, M., Hayden, C., Mireskandari, S., & Ozakinci, G. (2013) · Journal of Cancer Survivorship · doi:10.1007/s11764-013-0272-z · Cited by 1,217 · see citing works
Shattered Assumptions: Towards a New Psychology of Trauma
Krystal, H. (1993) · The Journal of Nervous and Mental Disease · doi:10.1097/00005053-199303000-00017 · Cited by 1,156 · see citing works
Unraveling the mysteries of anxiety and its disorders from the perspective of emotion theory.
Barlow, D. H. (2000) · American Psychologist · doi:10.1037/0003-066x.55.11.1247 · Cited by 1,135 · see citing works
Modelling cognition in emotional disorder: the S-REF model
Wells, A., & Matthews, G. (1996) · Behaviour Research and Therapy · doi:10.1016/s0005-7967(96)00050-2 · Cited by 1,067 · see citing works
Reconceptualization of the Uncertainty in Illness Theory
Mishel, M. H. (1990) · Journal of Nursing Scholarship · doi:10.1111/j.1547-5069.1990.tb00225.x · Cited by 1,040 · see citing works
Ehring, T., Zetsche, U., Weidacker, K., Wahl, K., Schönfeld, S., & Ehlers, A. (2011) · Journal of Behavior Therapy and Experimental Psychiatry · doi:10.1016/j.jbtep.2010.12.003 · Cited by 888 · see citing works
Burger, J., & Cooper, H. (1979) · Motivation and Emotion · doi:10.1007/bf00994052 · Cited by 831 · see citing works
Lebel, S., Ozakinci, G., Humphris, G., Mutsaers, B., Thewes, B., Prins, J., Dinkel, A., Butow, P., & on behalf of the University of Ottawa Fear of Cancer Recurrence Colloquium attendees (2016) · Supportive Care in Cancer · doi:10.1007/s00520-016-3272-5 · Cited by 586 · see citing works
Self-citationLengacher, C. A., Johnson‐Mallard, V., Post‐White, J., Moscoso, M. S., Jacobsen, P. B., Klein, T. W., Widen, R. H., Fitzgerald, S. G., Shelton, M. M., Barta, M., et al. (2009) · Psycho-Oncology · doi:10.1002/pon.1529 · Cited by 518 · see citing works
Rolffs, J. L., Rogge, R. D., & Wilson, K. G. (2018) · Assessment · doi:10.1177/1073191116645905 · Cited by 504 · see citing works
A social–cognitive processing model of emotional adjustment to cancer.
Lepore, S. J. (2001) · American Psychological Association eBooks · doi:10.1037/10402-006 · Cited by 433 · see citing works
Mehnert, A., Herschbach, P., Berg, P., Henrich, G., & Koch, U. (2006) · Zeitschrift für Psychosomatische Medizin und Psychotherapie · doi:10.13109/zptm.2006.52.3.274 · Cited by 365 · see citing works
Rodin, G., Lo, C., Rydall, A., Shnall, J., Malfitano, C., Chiu, A., Panday, T., Watt, S., An, E., Nissim, R., et al. (2018) · Journal of Clinical Oncology · doi:10.1200/jco.2017.77.1097 · Cited by 338 · see citing works
Screening and comorbidity of clinical levels of fear of cancer recurrence
Simard, S., & Savard, J. (2015) · Journal of Cancer Survivorship · doi:10.1007/s11764-015-0424-4 · Cited by 329 · see citing works
Jr. Shapiro Deane, H., Schwartz, C. E., & Astin, J. A. (1996) · American Psychologist · doi:10.1037//0003-066x.51.12.1213 · Cited by 328 · see citing works
Fear of progression in chronic diseases
Herschbach, P., Berg, P., Dankert, A., Duran, G., Engst-Hastreiter, U., Waadt, S., Keller, M., Ukat, R., & Henrich, G. (2005) · Journal of Psychosomatic Research · doi:10.1016/j.jpsychores.2005.02.007 · Cited by 312 · see citing works
The core beliefs inventory: A brief measure of disruption in the assumptive world
Cann, A., Calhoun, L. G., Tedeschi, R. G., Kilmer, R. P., Gil-Rivas, V., Vishnevsky, T., & Danhauer, S. C. (2010) · Anxiety, Stress & Coping · doi:10.1080/10615800802573013 · Cited by 308 · see citing works
Simonelli, L. E., Siegel, S. D., & Duffy, N. M. (2017) · Psycho-Oncology · doi:10.1002/pon.4168 · Cited by 292 · see citing works
Fear of cancer recurrence: a systematic literature review of self‐report measures
Thewes, B., Butow, P., Zachariae, R., Christensen, S., Simard, S., & Gotay, C. (2012) · Psycho-Oncology · doi:10.1002/pon.2070 · Cited by 262 · see citing works
Self-citationMeasuring death anxiety: Conceptual, psychometric, and factor-analytic aspects.
Conte, H. R., Weiner, M. B., & Plutchik, R. (1982) · Journal of Personality and Social Psychology · doi:10.1037//0022-3514.43.4.775 · Cited by 248 · see citing works
Fear of cancer recurrence: a theoretical review and novel cognitive processing formulation
Fardell, J. E., Thewes, B., Turner, J., Gilchrist, J., Sharpe, L., Smith, A. ‘., Girgis, A., & Butow, P. (2016) · Journal of Cancer Survivorship · doi:10.1007/s11764-015-0512-5 · Cited by 247 · see citing works
Self-citationFear of cancer recurrence: specific profiles and nature of intrusive thoughts
Simard, S., Savard, J., & Ivers, H. (2010) · Journal of Cancer Survivorship · doi:10.1007/s11764-010-0136-8 · Cited by 229 · see citing works
Butow, P. N., Turner, J., Gilchrist, J., Sharpe, L., Smith, A. B., Fardell, J. E., Tesson, S., O’Connell, R., Girgis, A., Gebski, V. J., et al. (2017) · Journal of Clinical Oncology · doi:10.1200/jco.2017.73.1257 · Cited by 228 · see citing works
Self-citationThe Appraisal of Life Events (ALE) scale: Reliability and validity
Ferguson, E., Matthews, G., & Cox, T. (1999) · British Journal of Health Psychology · doi:10.1348/135910799168506 · Cited by 223 · see citing works
Shapiro, D. H., Schwartz, C. E., & Astin, J. A. (1996) · American Psychologist · doi:10.1037/0003-066x.51.12.1213 · Cited by 223 · see citing works
A family‐based model to predict fear of recurrence for cancer survivors and their caregivers
Mellon, S., Kershaw, T. S., Northouse, L. L., & Freeman‐Gibb, L. (2007) · Psycho-Oncology · doi:10.1002/pon.1074 · Cited by 204 · see citing works
van de Wal, M., Thewes, B., Gielissen, M., Speckens, A., & Prins, J. (2017) · Journal of Clinical Oncology · doi:10.1200/jco.2016.70.5301 · Cited by 195 · see citing works
EVIDENCE OF A HEALTHY ESTROGEN USER SURVIVOR EFFECT
Sturgeon, S. R., Schairer, C., Brinton, L. A., et al. (1995) · Epidemiology · doi:10.1097/00001648-199505000-00006 · Cited by 190 · see citing works
Relations of meaning in life and sense of coherence to distress in cancer patients: a meta-analysis
Winger, J. G., Adams, R., & Mosher, C. E. (2015) · Psycho-Oncology · doi:10.1002/pon.3798 · Cited by 175 · see citing works
Systematic review of meaning in life assessment instruments
Brandstätter, M., Baumann, U., Borasio, G. D., & Fegg, M. J. (2012) · Psycho-Oncology · doi:10.1002/pon.2113 · Cited by 171 · see citing works
Measuring death anxiety: Conceptual, psychometric, and factor-analytic aspects.
Conte, H. R., Weiner, M. B., & Plutchik, R. (1982) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.43.4.775 · Cited by 170 · see citing works
Anxiety buffer disruption theory: a terror management account of posttraumatic stress disorder
Pyszczynski, T., & Kesebir, P. (2011) · Anxiety, Stress, & Coping · doi:10.1080/10615806.2010.517524 · Cited by 165 · see citing works
Herschbach, P., Berg, P., Waadt, S., Duran, G., Engst-Hastreiter, U., Henrich, G., Book, K., & Dinkel, A. (2010) · Psychotherapy and Psychosomatics · doi:10.1159/000254903 · Cited by 161 · see citing works
Fear of cancer recurrence and death anxiety
Sharpe, L., Curran, L., Butow, P., & Thewes, B. (2018) · Psycho-Oncology · doi:10.1002/pon.4783 · Cited by 149 · see citing works
Menzies, R. E., Zuccala, M., Sharpe, L., & Dar-Nimrod, I. (2018) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2018.09.004 · Cited by 140 · see citing works
Self-citationAnxiety in the context of cancer: A systematic review and development of an integrated model
Curran, L., Sharpe, L., & Butow, P. N. (2017) · Clinical Psychology Review · doi:10.1016/j.cpr.2017.06.003 · Cited by 130 · see citing works
Self-citationLebel, S., Maheu, C., Lefebvre, M., Secord, S., Courbasson, C., Singh, M., Jolicoeur, L., Benea, A., Harris, C., Fung, M. F. K., et al. (2014) · Journal of Cancer Survivorship · doi:10.1007/s11764-014-0357-3 · Cited by 127 · see citing works
Mutsaers, B., Jones, G., Rutkowski, N., Tomei, C., Séguin Leclair, C., Petricone-Westwood, D., Simard, S., & Lebel, S. (2016) · Supportive Care in Cancer · doi:10.1007/s00520-016-3248-5 · Cited by 109 · see citing works
Long-term fear of recurrence in young breast cancer survivors and partners
Cohee, A. A., Adams, R. N., Johns, S. A., Ah, D. M. V., Zoppi, K. A., Fife, B. L., Monahan, P. O., Stump, T. E., Cella, D. F., & Champion, V. L. (2015) · Psycho-Oncology · doi:10.1002/pon.4008 · Cited by 107 · see citing works
Heathcote, L., & Eccleston, C. (2017) · Pain · doi:10.1097/j.pain.0000000000000872 · Cited by 107 · see citing works
Thewes, B., Lebel, S., Seguin Leclair, C., & Butow, P. (2016) · Supportive Care in Cancer · doi:10.1007/s00520-015-3025-x · Cited by 104 · see citing works
Self-citationArch, J. J., & Mitchell, J. L. (2016) · Psycho-Oncology · doi:10.1002/pon.3890 · Cited by 103 · see citing works
Sarkar, S., Scherwath, A., Schirmer, L., Schulz-Kindermann, F., Neumann, K., Kruse, M., Dinkel, A., Kunze, S., Balck, F., Kröger, N., et al. (2014) · Bone Marrow Transplantation · doi:10.1038/bmt.2014.139 · Cited by 102 · see citing works
Lengacher, C. A., Reich, R. R., Ramesar, S., Alinat, C. B., Moscoso, M., Cousin, L., Marino, V. R., Elias, M. N., Paterson, C. L., Pleasant, M. L., et al. (2018) · Psycho-Oncology · doi:10.1002/pon.4491 · Cited by 101 · see citing works
From Shattered Assumptions to Weakened Worldviews: Trauma Symptoms Signal Anxiety Buffer Disruption
Edmondson, D., Chaudoir, S. R., Mills, M. A., Park, C. L., Holub, J., & Bartkowiak, J. (2011) · Journal of loss & trauma · doi:10.1080/15325024.2011.572030 · Cited by 97 · see citing works
Current state and future prospects of research on fear of cancer recurrence
Lebel, S., Özakinci, G., Humphris, G. M., Thewes, B., Prins, J. B., Dinkel, A., & Butow, P. N. (2016) · Psycho-Oncology · doi:10.1002/pon.4103 · Cited by 93 · see citing works
Self-citationAttentional bias and metacognitions in cancer survivors with high fear of cancer recurrence
Butow, P. N., Kelly, S., Thewes, B., Hruby, G., Sharpe, L., & Beith, J. M. (2014) · Psycho-Oncology · doi:10.1002/pon.3659 · Cited by 85 · see citing works
Self-citationTowards the validation of a new, blended theoretical model of fear of cancer recurrence
Lebel, S., Maheu, C., Tomei, C., Bernstein, L. J., Courbasson, C., Ferguson, S., Harris, C., Jolicoeur, L., Lefebvre, M., Muraca, L., et al. (2018) · Psycho-Oncology · doi:10.1002/pon.4880 · Cited by 82 · see citing works
Thewes, B., Bell, M. L., & Butow, P. N. (2013) · Psycho-Oncology · doi:10.1002/pon.3252 · Cited by 70 · see citing works
Self-citationLichtenthal, W. G., Corner, G. W., Slivjak, E. T., Roberts, K. E., Li, Y., Breitbart, W., Lacey, S., Tuman, M., DuHamel, K. N., Blinder, V. S., et al. (2017) · Cancer · doi:10.1002/cncr.30478 · Cited by 70 · see citing works
Corter, A. L., Findlay, M. P. N., Broom, R. J., Porter, D. J. T., & Petrie, K. J. (2012) · British Journal of Health Psychology · doi:10.1111/bjhp.12003 · Cited by 69 · see citing works
Thielsch, C., Andor, T., & Ehring, T. W. (2015) · Behavior Therapy · doi:10.1016/j.beth.2015.05.001 · Cited by 64 · see citing works
Maheu, C., Lebel, S., Courbasson, C., Lefebvre, M., Singh, M., Bernstein, L. J., Muraca, L., Benea, A., Jolicoeur, L., Harris, C., et al. (2016) · BMC Cancer · doi:10.1186/s12885-016-2326-x · Cited by 59 · see citing works
Measuring Metacognition in Cancer: Validation of the Metacognitions Questionnaire 30 (MCQ-30)
Cook, S. A., Salmon, P., Dunn, G., & Fisher, P. (2014) · PLoS ONE · doi:10.1371/journal.pone.0107302 · Cited by 49 · see citing works
Beliefs over control and meta-worry interact with the effect of intolerance of uncertainty on worry
Ruggiero, G. M., Stapinski, L. A., Caselli, G., Fiore, F., Gallucci, M., Sassaroli, S., & Rapee, R. M. (2012) · Personality and Individual Differences · doi:10.1016/j.paid.2012.03.016 · Cited by 40 · see citing works
Metacognitive Therapy for Emotional Distress in Adult Cancer Survivors: A Case Series
Fisher, P. L., Byrne, A., & Salmon, P. (2017) · Cognitive Therapy and Research · doi:10.1007/s10608-017-9862-9 · Cited by 35 · see citing works
Lagerdahl, A. S. K., Moynihan, M., & Stollery, B. (2014) · Journal of Psychosocial Oncology · doi:10.1080/07347332.2014.936647 · Cited by 33 · see citing works
Desire for Control and Choice of Antiemetic Treatment for Cancer Chemotherapy
Wallston, K. A., Smith, R. A. P., King, J. E., Smith, M. S., Rye, P. D., Burish, T. G., Lander, J., Martinson, I. M., & Vredevoe, D. L. (1991) · Western Journal of Nursing Research · doi:10.1177/019394599101300102 · Cited by 28 · see citing works
Dickson, S. (1971) · PubMed · Cited by 24 · see citing works
Wagner, L. I., Duffecy, J., Penedo, F., Mohr, D. C., & Cella, D. (2017) · Cancer · doi:10.1002/cncr.30602 · Cited by 24 · see citing works
Dieng, M., Kasparian, N. A., Morton, R. L., Mann, G. J., Butow, P. N., Menzies, S. W., Costa, D. S. J., & Cust, A. E. (2015) · BMC Psychology · doi:10.1186/s40359-015-0074-3 · Cited by 19 · see citing works
Self-citationMoran, C., Tomei, C., Lefèbvre, M., Harris, C. A., Maheu, C., & Lebel, S. (2017) · Supportive Care in Cancer · doi:10.1007/s00520-017-3600-4 · Cited by 18 · see citing works
The effects of psychic trauma on mind: Structure and processing of meaning.
Horowitz, M. J. (1992) · American Psychological Association eBooks · doi:10.1037/10118-022 · Cited by 17 · see citing works
Meaning as a Buffer for Existential Anxiety
Kesebir, P., & Pyszczynski, T. (2014) · Springer eBooks · doi:10.1007/978-1-4939-0308-5_4 · Cited by 16 · see citing works
Maheu, C., Lebel, S., Tomei, C., Singh, M. D., & Esplen, M. J. (2014) · European Journal of Oncology Nursing · doi:10.1016/j.ejon.2014.12.003 · Cited by 16 · see citing works
Lee-Jones, C., Humphris, G., Dixon, R., & Bebbington Hatcher, M. (1997) · Psycho-Oncology · doi:10.1002/(sici)1099-1611(199706)6:2 · Cited by 1 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Factors Correlated With Fear of Cancer Recurrence in Cancer Survivors: A Meta-analysis
Zhang, X., Sun, D., Qin, N., Liu, M., Jiang, N., & Li, X. (2022) · Cancer Nursing · doi:10.1097/ncc.0000000000001020 · Cited by 90 · see citing works
Fear of Cancer Recurrence and Sleep in Couples Coping With Early-Stage Breast Cancer
Perndorfer, C., Soriano, E. C., Siegel, S. D., Spencer, R. M. C., Otto, A. K., & Laurenceau, J.-P. (2022) · Annals of Behavioral Medicine · doi:10.1093/abm/kaac018 · Cited by 21 · see citing works
Michel, A., Dorval, M., Chiquette, J., & Savard, J. (2024) · Hereditary Cancer in Clinical Practice · doi:10.1186/s13053-024-00285-5 · Cited by 3 · see citing works
“It is also related to high intolerance to uncertainty [23, 24].”
Background
- Authors
- Curran, L., Sharpe, L., MacCann, C., & Butow, P.
- Affiliations
- The University of Sydney (AU)
- Corresponding author
- Curran, L.
- Venue
- Journal of Behavioral Medicine
- Published
- 2020-01-06
- Volume
- 43
- Issue
- 2
- Pages
- 225-236
- ISSN
- 0160-7715 (ISSN-L)
- 1573-3521
- OpenAlex
- W2999562973
- Cited by
- 82
- References
- 77
- Citations by year
- 2026: 11 · 2025: 13 · 2024: 13 · 2023: 14 · 2022: 17 · 2021: 9 · 2020: 3
- FWCI
- 3.90
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Behavioral Medicine (publishedVersion)
- PubMed (publishedVersion)
- Funders
- NHMRC post-graduate scholarhsip (1133909)
- Topics
- Health Sciences › Medicine › Oncology › Cancer survivorship and care
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Health Sciences › Medicine › Pulmonary and Respiratory Medicine › Cancer-related cognitive impairment studies
- Keywords
- fear of cancer recurrence, tumor progression, cancer-related anxiety, intrusive thoughts, fear of death, threat appraisal, metacognitive beliefs, intolerance of uncertainty, meaning in life, social constraints, coping, worry beliefs
- MeSH terms
- Metacognition, Adaptation, Psychological, Adult, Anxiety, Fear, Female, Humans, Male, Middle Aged, Neoplasm Recurrence, Local, Disease Progression, Uncertainty
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