Pre-intervention distress moderates the efficacy of psychosocial treatment for cancer patients: a meta-analysis
Open accessAbstract
This meta-analysis examined whether effects of psychosocial interventions on psychological distress in cancer patients are conditional upon pre-intervention distress levels. Published articles and unpublished dissertations between 1980 and 2005 were searched for interventions reporting the Hospital Anxiety and Depression Scale (HADS) or the Spielberger State-Trait Anxiety Inventory (STAI). Multilevel mixed-effects modeling was used to meta-analyze effect-sizes separately for the HADS (27 trials, 2,424 patients) and STAI (34 trials, 2,029 patients). Pre-intervention distress significantly moderated intervention effects, explaining up to 50% of the between-study effect-size variance: effects on anxiety and depression were generally negligible when pre-intervention distress was low and pronounced when it was high. These results could not be explained by differences in intervention type, setting, dose, and whether intervention was targeted at distressed patients. Psychosocial interventions may be most beneficial for cancer patients with elevated distress. Future research should identify which treatment components are most effective for these patients to facilitate optimal treatment tailoring and cost-effective health care.
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Cancer patients with greater psychosocial vulnerability, such as greater distress, depression, or social isolation, typically derive the greatest benefit from psychosocial interventions.
“Several studies suggest that cancer patients with greater psychosocial vulnerability (e.g., greater distress, depression, or social isolation) typically derive the greatest benefit from psychosocial interventions (Moyer et al., 2009; Schneider et al., 2010), potentially be due to a “ceiling effect” for well-adjusted patients.”
From Who Benefits Most from a Brief Mindfulness Intervention to Reduce Anxiety During Stereotactic Breast Biopsy: the Moderating Effect of Trait Mindfulness, Spiritual Well-being, and Distress Tolerance (2021) · cites this paper as Schneider et al., 2010
The Discussion (page unavailable) reports that interventions reduced anxiety and depression more when patients had higher initial distress, supporting that part of the claim. The paper mentions evidence concerning low social support in its background, but its meta-analysis did not test social isolation, and it notes studies with opposite findings. Thus it does not establish that patients with all the listed vulnerabilities typically benefit most. (LLM, conf=0.83)
Experimental — accuracy not yet measuredThe STAI is the most commonly used measure to identify which cancer patients benefit most from psychosocial interventions.
“The STAI is the most commonly used measure to identify which cancer patients benefit most from psychosocial interventions [35].”
From A randomized controlled trial of a group acceptance-based intervention for cancer survivors experiencing anxiety at re-entry ('Valued Living'): Study protocol (2019) · cites this paper as [35]
Methods > Study Identification reports STAI-S in 77 projects (16%), more than HADS in 53 (11%), but does not establish that STAI is the most commonly used measure overall. Results > STAI finds that baseline STAI-S scores moderated intervention effects across studies; it does not establish that the measure identifies which individual patients will benefit most. Page numbers are unavailable in our copy. (LLM, conf=0.87)
Experimental — accuracy not yet measuredA recent meta-analysis of 61 trials evidenced that baseline distress moderates the efficacy of such interventions for cancer patients.
“a recent meta-analysis of 61 trials evidenced that baseline distress moderates the efficacy of such interventions for cancer patients (Schneider et al., 2010).”
From The effects of physical activity on cortisol and sleep: A systematic review and meta-analysis. (2022) · cites this paper as Schneider et al., 2010
Cancer patients with higher levels of anxiety and distress benefit the most from psychosocial intervention.
“Meta-analytic evidence suggests that cancer patients with higher levels of anxiety and distress benefit the most from psychosocial intervention [28].”
From Psychological Intervention and Breast Cancer (2024) · cites this paper as [28]
Cancer patients with higher levels of anxiety and distress benefit most substantially from psychosocial interventions relative to less distressed counterparts.
“Strong evidence demonstrates that cancer patients with higher levels of anxiety and distress benefit most substantially from psychosocial interventions, relative to their less distressed counterparts [35–37].”
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“It is becoming clear that psychosocial interventions may only be effective for cancer survivors with high psychological distress (Faller et al., 2013; Schneider et al., 2010).”
BackgroundWillems, R. A., Bolman, C. A. W., Lechner, L., Mesters, I., Gunn, K. M., Skrabal Ross, X., & Olver, I. (2020) · Current Opinion in Supportive & Palliative Care · doi:10.1097/spc.0000000000000483 · Cited by 41 · see citing works
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“As a result, compared with breast cancer patients, other types of cancer patients might have a higher level of psychological distress, and the effects of psychological interventions on depression/anxiety were larger in patients with lung, head/neck, digestive tract, and gynecological cancers [188].”
BackgroundResultMindfulness-Based Cancer Recovery
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The modifying effects of social support on psychological outcomes in patients with heart failure.
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- Authors
- Schneider, S., Moyer, A., Knapp-Oliver, S., Sohl, S., Cannella, D., & Targhetta, V.
- Affiliations
- Stony Brook University (US)
- Corresponding author
- Schneider, Stefan
- Venue
- Journal of Behavioral Medicine
- Published
- 2009-09-27
- Volume
- 33
- Issue
- 1
- Pages
- 1-14
- ISSN
- 0160-7715 (ISSN-L)
- 1573-3521
- PMC
- PMC2813921
- OpenAlex
- W2053020196
- Cited by
- 169
- References
- 112
- Citations by year
- 2026: 2 · 2025: 4 · 2024: 7 · 2023: 6 · 2022: 10 · 2021: 5 · 2020: 9 · 2019: 12 · 2018: 10 · 2017: 16 · 2016: 14 · 2015: 18 · 2014: 12 · 2013: 18 · 2012: 14
- FWCI
- 0.73
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Journal of Behavioral Medicine (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- Cancer Institute and Hospital, Chinese Academy of Medical Sciences
- National Cancer Institute (R01CA100810)
- Topics
- Health Sciences › Medicine › Oncology › Cancer survivorship and care
- Social Sciences › Arts and Humanities › Conservation › Art Therapy and Mental Health
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Cardiac Health and Mental Health
- Keywords
- cancer patients, psychosocial interventions, psychological distress, moderation, anxiety, depression, treatment tailoring, treatment efficacy
- MeSH terms
- Adult, Aged, Anxiety, Depression, Female, Follow-Up Studies, Humans, Male, Middle Aged, Neoplasms, Psychiatric Status Rating Scales, Regression Analysis, Stress, Psychological, Time Factors, Models, Statistical, Treatment Outcome
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