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Looking at individual symptoms: the dynamic network structure of depressive symptoms in cancer survivors and their preferences for psychological care
PURPOSE: The majority of depressed cancer survivors do not receive psychological care, possibly because offered care does not align with their experiences and preferences. We examined (1) which depressive symptoms cancer survivors would like to receive psychological care for; (2) how distinct depres...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer US
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9382609/ https://www.ncbi.nlm.nih.gov/pubmed/35976556 http://dx.doi.org/10.1007/s11764-022-01246-4 |
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author | Bickel, E. A. Schellekens, M. P. J. Smink, J. G. Mul, V. E. M. Ranchor, A. V. Fleer, J. Schroevers, M. J. |
author_facet | Bickel, E. A. Schellekens, M. P. J. Smink, J. G. Mul, V. E. M. Ranchor, A. V. Fleer, J. Schroevers, M. J. |
author_sort | Bickel, E. A. |
collection | PubMed |
description | PURPOSE: The majority of depressed cancer survivors do not receive psychological care, possibly because offered care does not align with their experiences and preferences. We examined (1) which depressive symptoms cancer survivors would like to receive psychological care for; (2) how distinct depressive symptoms are related to each other in the contemporaneous and temporal network of depressive symptoms; and (3) whether survivors’ care needs correspond to the interconnectedness of these specific symptoms. METHOD: Fifty-two cancer survivors suffering from at least mild depressive symptoms and were not receiving psychological care filled out a baseline questionnaire about their care needs for distinct depressive symptoms, followed by ecological momentary assessments (EMA) assessing depressive symptoms (14 days, five times a day). Multi-level vector autoregression analysis was used to estimate associations between distinct depressive symptoms as well as their centrality within the network. RESULTS: Cancer survivors most strongly preferred to receive care for fatigue, feeling down, little enjoyment, and sleep problems. Fatigue, together with worry and lack of concentration, most strongly predicted the onset of other symptoms. Little enjoyment and feeling down were two of the most central symptoms (i.e., strongly connected to other symptoms) in the contemporaneous network and were most strongly influenced by other symptoms in the temporal network. CONCLUSIONS: Clinicians can offer specific interventions that target fatigue, as these played an important role in the onset of symptoms and would align with survivors’ needs. IMPLICATIONS FOR CANCER SURVIVORS: Offering such symptom-specific care may increase the uptake of psychological interventions in cancer survivors. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11764-022-01246-4. |
format | Online Article Text |
id | pubmed-9382609 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-93826092022-08-17 Looking at individual symptoms: the dynamic network structure of depressive symptoms in cancer survivors and their preferences for psychological care Bickel, E. A. Schellekens, M. P. J. Smink, J. G. Mul, V. E. M. Ranchor, A. V. Fleer, J. Schroevers, M. J. J Cancer Surviv Article PURPOSE: The majority of depressed cancer survivors do not receive psychological care, possibly because offered care does not align with their experiences and preferences. We examined (1) which depressive symptoms cancer survivors would like to receive psychological care for; (2) how distinct depressive symptoms are related to each other in the contemporaneous and temporal network of depressive symptoms; and (3) whether survivors’ care needs correspond to the interconnectedness of these specific symptoms. METHOD: Fifty-two cancer survivors suffering from at least mild depressive symptoms and were not receiving psychological care filled out a baseline questionnaire about their care needs for distinct depressive symptoms, followed by ecological momentary assessments (EMA) assessing depressive symptoms (14 days, five times a day). Multi-level vector autoregression analysis was used to estimate associations between distinct depressive symptoms as well as their centrality within the network. RESULTS: Cancer survivors most strongly preferred to receive care for fatigue, feeling down, little enjoyment, and sleep problems. Fatigue, together with worry and lack of concentration, most strongly predicted the onset of other symptoms. Little enjoyment and feeling down were two of the most central symptoms (i.e., strongly connected to other symptoms) in the contemporaneous network and were most strongly influenced by other symptoms in the temporal network. CONCLUSIONS: Clinicians can offer specific interventions that target fatigue, as these played an important role in the onset of symptoms and would align with survivors’ needs. IMPLICATIONS FOR CANCER SURVIVORS: Offering such symptom-specific care may increase the uptake of psychological interventions in cancer survivors. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11764-022-01246-4. Springer US 2022-08-17 /pmc/articles/PMC9382609/ /pubmed/35976556 http://dx.doi.org/10.1007/s11764-022-01246-4 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Bickel, E. A. Schellekens, M. P. J. Smink, J. G. Mul, V. E. M. Ranchor, A. V. Fleer, J. Schroevers, M. J. Looking at individual symptoms: the dynamic network structure of depressive symptoms in cancer survivors and their preferences for psychological care |
title | Looking at individual symptoms: the dynamic network structure of depressive symptoms in cancer survivors and their preferences for psychological care |
title_full | Looking at individual symptoms: the dynamic network structure of depressive symptoms in cancer survivors and their preferences for psychological care |
title_fullStr | Looking at individual symptoms: the dynamic network structure of depressive symptoms in cancer survivors and their preferences for psychological care |
title_full_unstemmed | Looking at individual symptoms: the dynamic network structure of depressive symptoms in cancer survivors and their preferences for psychological care |
title_short | Looking at individual symptoms: the dynamic network structure of depressive symptoms in cancer survivors and their preferences for psychological care |
title_sort | looking at individual symptoms: the dynamic network structure of depressive symptoms in cancer survivors and their preferences for psychological care |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9382609/ https://www.ncbi.nlm.nih.gov/pubmed/35976556 http://dx.doi.org/10.1007/s11764-022-01246-4 |
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