Skip to main content
Top
Gepubliceerd in: Journal of Behavioral Medicine 4/2023

28-01-2023

Trajectories of cancer-specific stress in cancer patients: a latent growth mixture analysis

Auteurs: Jonathan Singer, Kristen M. Carpenter

Gepubliceerd in: Journal of Behavioral Medicine | Uitgave 4/2023

Log in om toegang te krijgen
share
DELEN

Deel dit onderdeel of sectie (kopieer de link)

  • Optie A:
    Klik op de rechtermuisknop op de link en selecteer de optie “linkadres kopiëren”
  • Optie B:
    Deel de link per e-mail

Abstract

This study aimed to examine trajectories of cancer specific stress (CSS) over the course of a year, starting at the beginning of chemotherapy, and identify psychosocial factors that predicted trajectory class membership. Growth Mixture Modeling was used to identify distinct trajectories of CSS. Multinomial regression examined potential psychosocial predictors of trajectory membership. In the 4-class solution, all four trajectories demonstrated a decrease in CSS over the year but with differing intercepts and magnitudes of slopes. These were characterized as recovery, resilience, chronic, and severely chronic. The recovery group reported significantly higher insomnia scores than the resilient group. The chronic group reported significantly higher insomnia, higher depression, lower social support, and lower optimism than the resilient group. The chronic group reported significantly lower social support and higher depression than the recovery group. The findings provide information about psychosocial risk factors for CSS that can be screened for early intervention following diagnosis.
Literatuur
go back to reference Barlow, D. H. (Ed.). (2008). Clinical handbook of psychological disorders: A step-by-step treatment manual (4th ed.). Guilford Press. Barlow, D. H. (Ed.). (2008). Clinical handbook of psychological disorders: A step-by-step treatment manual (4th ed.). Guilford Press.
go back to reference Breitbart, W. S. (Ed.). (2016). Meaning-centered psychotherapy in the cancer setting: Finding meaning and hope in the face of suffering. Oxford University Press. Breitbart, W. S. (Ed.). (2016). Meaning-centered psychotherapy in the cancer setting: Finding meaning and hope in the face of suffering. Oxford University Press.
go back to reference Clark, S. L., & Muthén, B. (2009). Relating latent class analysis results to variables not included in the analysis. Clark, S. L., & Muthén, B. (2009). Relating latent class analysis results to variables not included in the analysis.
go back to reference Cohen, S., & Hoberman, H. (1983). Interpersonal support evaluation list (ISEL). Journal of Applied Social Psychology, 13, 99–125.CrossRef Cohen, S., & Hoberman, H. (1983). Interpersonal support evaluation list (ISEL). Journal of Applied Social Psychology, 13, 99–125.CrossRef
go back to reference Haque, R., Hsu, J. W., Avila, C., Olmstead, R., Carroll, J. E., & Irwin, M. R. (2021). Insomnia and susceptibility to depressive symptoms and fatigue in diverse breast cancer survivors. Journal of Women's Health, 30(11), 1604–1615.CrossRefPubMedPubMedCentral Haque, R., Hsu, J. W., Avila, C., Olmstead, R., Carroll, J. E., & Irwin, M. R. (2021). Insomnia and susceptibility to depressive symptoms and fatigue in diverse breast cancer survivors. Journal of Women's Health, 30(11), 1604–1615.CrossRefPubMedPubMedCentral
go back to reference Hopko, D. R., Armento, M. E. A., Robertson, S. M. C., Ryba, M. M., Carvalho, J. P., Colman, L. K., Mullane, C., Gawrysiak, M., Bell, J. L., McNulty, J. K., & Lejuez, C. W. (2011). Brief behavioral activation and problem-solving therapy for depressed breast cancer patients: Randomized trial. Journal of Consulting and Clinical Psychology, 79, 834–849. https://doi.org/10.1037/a0025450CrossRefPubMed Hopko, D. R., Armento, M. E. A., Robertson, S. M. C., Ryba, M. M., Carvalho, J. P., Colman, L. K., Mullane, C., Gawrysiak, M., Bell, J. L., McNulty, J. K., & Lejuez, C. W. (2011). Brief behavioral activation and problem-solving therapy for depressed breast cancer patients: Randomized trial. Journal of Consulting and Clinical Psychology, 79, 834–849. https://​doi.​org/​10.​1037/​a0025450CrossRefPubMed
go back to reference Kohout, F. J., Berkman, L. F., Evans, D. A., & Cornoni-Huntley, J. (1993). Two shorter forms of the CES-D depression symptoms index. Journal of Aging and Health, 5, 179–193.CrossRefPubMed Kohout, F. J., Berkman, L. F., Evans, D. A., & Cornoni-Huntley, J. (1993). Two shorter forms of the CES-D depression symptoms index. Journal of Aging and Health, 5, 179–193.CrossRefPubMed
go back to reference Lam, W. W. T., Bonanno, G. A., Mancini, A. D., Ho, S., Chan, M., Hung, W. K., Or, A., & Fielding, R. (2010). Trajectories of psychological distress among Chinese women diagnosed with breast cancer: Chinese women diagnosed with breast cancer. Psycho-Oncology, 19, 1044–1051. https://doi.org/10.1002/pon.1658CrossRefPubMed Lam, W. W. T., Bonanno, G. A., Mancini, A. D., Ho, S., Chan, M., Hung, W. K., Or, A., & Fielding, R. (2010). Trajectories of psychological distress among Chinese women diagnosed with breast cancer: Chinese women diagnosed with breast cancer. Psycho-Oncology, 19, 1044–1051. https://​doi.​org/​10.​1002/​pon.​1658CrossRefPubMed
go back to reference Luecken, L. J., & Compas, B. E. (2002). Stress, coping, and immune function in breast cancer. Annals of Behavioral Medicine, 24, 9.CrossRef Luecken, L. J., & Compas, B. E. (2002). Stress, coping, and immune function in breast cancer. Annals of Behavioral Medicine, 24, 9.CrossRef
go back to reference Maas, C. J., & Hox, J. J. (2005). Sufficient sample sizes for multilevel modeling. Methodology: European Journal of Research Methods for the Behavioral and Social Sciences, 1, 7.CrossRef Maas, C. J., & Hox, J. J. (2005). Sufficient sample sizes for multilevel modeling. Methodology: European Journal of Research Methods for the Behavioral and Social Sciences, 1, 7.CrossRef
go back to reference McDonough, M. H., Sabiston, C. M., & Wrosch, C. (2014). Predicting changes in posttraumatic growth and subjective well-being among breast cancer survivors: The role of social support and stress: Posttraumatic growth and well-being among survivors. Psycho-Oncology, 23, 114–120. https://doi.org/10.1002/pon.3380CrossRefPubMed McDonough, M. H., Sabiston, C. M., & Wrosch, C. (2014). Predicting changes in posttraumatic growth and subjective well-being among breast cancer survivors: The role of social support and stress: Posttraumatic growth and well-being among survivors. Psycho-Oncology, 23, 114–120. https://​doi.​org/​10.​1002/​pon.​3380CrossRefPubMed
go back to reference Muthén, L. K., & Muthén, B. (2018). Mplus user’s guide and diagrammer documentation. The Comprehensive Modelling Program for Applied Researchers: User’s Guide, 5. Muthén, L. K., & Muthén, B. (2018). Mplus user’s guide and diagrammer documentation. The Comprehensive Modelling Program for Applied Researchers: User’s Guide, 5.
go back to reference Park, C. L., Edmondson, D., Fenster, J. R., & Blank, T. O. (2008). Meaning making and psychological adjustment following cancer: The mediating roles of growth, life meaning, and restored just-world beliefs. Journal of Consulting and Clinical Psychology, 76, 863–875. https://doi.org/10.1037/a0013348CrossRefPubMed Park, C. L., Edmondson, D., Fenster, J. R., & Blank, T. O. (2008). Meaning making and psychological adjustment following cancer: The mediating roles of growth, life meaning, and restored just-world beliefs. Journal of Consulting and Clinical Psychology, 76, 863–875. https://​doi.​org/​10.​1037/​a0013348CrossRefPubMed
go back to reference Ruel, S., Ivers, H., Savard, M.-H., Gouin, J.-P., Lemieux, J., Provencher, L., Caplette-Gingras, A., Bastien, C., Morin, C. M., Couture, F., & Savard, J. (2020). Insomnia, immunity, and infections in cancer patients: Results from a longitudinal study. Health Psychology, 39, 358–369. https://doi.org/10.1037/hea0000811CrossRefPubMed Ruel, S., Ivers, H., Savard, M.-H., Gouin, J.-P., Lemieux, J., Provencher, L., Caplette-Gingras, A., Bastien, C., Morin, C. M., Couture, F., & Savard, J. (2020). Insomnia, immunity, and infections in cancer patients: Results from a longitudinal study. Health Psychology, 39, 358–369. https://​doi.​org/​10.​1037/​hea0000811CrossRefPubMed
go back to reference Weiss, D. S. (2007). The impact of event scale: Revised. Cross-cultural assessment of psychological trauma and PTSD (pp. 219–238). Springer.CrossRef Weiss, D. S. (2007). The impact of event scale: Revised. Cross-cultural assessment of psychological trauma and PTSD (pp. 219–238). Springer.CrossRef
go back to reference Williams, C. (2017). Psychosocial distress and distress screening in multidisciplinary head and neck cancer treatment. Otolaryngologic Clinics of North America, 50, 807–823.CrossRefPubMed Williams, C. (2017). Psychosocial distress and distress screening in multidisciplinary head and neck cancer treatment. Otolaryngologic Clinics of North America, 50, 807–823.CrossRefPubMed
Metagegevens
Titel
Trajectories of cancer-specific stress in cancer patients: a latent growth mixture analysis
Auteurs
Jonathan Singer
Kristen M. Carpenter
Publicatiedatum
28-01-2023
Uitgeverij
Springer US
Gepubliceerd in
Journal of Behavioral Medicine / Uitgave 4/2023
Print ISSN: 0160-7715
Elektronisch ISSN: 1573-3521
DOI
https://doi.org/10.1007/s10865-023-00396-9

Andere artikelen Uitgave 4/2023

Journal of Behavioral Medicine 4/2023 Naar de uitgave