| Literature DB >> 35122411 |
Irene Bobevski1,2, David W Kissane1,2, Sigrun Vehling3, Anja Mehnert-Theuerkauf4, Martino Belvederi Murri5,6, Luigi Grassi5,6.
Abstract
BACKGROUND: Demoralisation is a clinically significant problem among cancer patients with a prevalence of 13%-18%. It is defined by difficulty in adjusting to a stressor, wherein the person feels trapped in their predicament and experiences helplessness, hopelessness, loss of confidence and loss of meaning in life. Demoralisation has a strong link with the desire for hastened death and suicidal ideation among the medically ill. This study explored whether a group of symptoms could be identified, distinct from depression, but consistent with adjustment difficulties with demoralisation and linked to ideation of death and suicide.Entities:
Keywords: adjustment disorder; cancer; demoralisation; depression; network analysis; suicidal ideation
Mesh:
Year: 2021 PMID: 35122411 PMCID: PMC8817077 DOI: 10.1002/cam4.4406
Source DB: PubMed Journal: Cancer Med ISSN: 2045-7634 Impact factor: 4.452
Coding and node redundancy of DS‐II and PHQ‐9 items, means and standard deviations
| Scale | Item | Code in the analysis | Combined items after redundancy analysis | Range | M | SD |
|---|---|---|---|---|---|---|
| DS‐II | 1. There is no value in what I can offer others. | worthless | DS‐II item 1 and item 13 | 0–4 | 1.63 | 0.96 |
| DS‐II | 2. My life seems to be pointless. | ds_pointless | 0–4 | 0.55 | 0.83 | |
| DS‐II | 3. My role in life has been lost | ds_role | 0–4 | 0.51 | 0.90 | |
| DS‐II | 4. I no longer feel emotionally in control | ds_control | 0–4 | 0.80 | 0.92 | |
| DS‐II | 5. No one can help me. | helpless | DS‐II item 5 and item 6 | 0–4 | 0.85 | 1.05 |
| DS‐II | 6. I feel that I cannot help myself | helpless | DS‐II item 5 and item 6 | 0–4 | 0.92 | 1.04 |
| DS‐II | 7. I feel hopeless | ds_hopeless | 0–4 | 0.58 | 0.88 | |
| DS‐II | 8. I feel irritable | ds_irritable | 0–4 | 1.19 | 0.98 | |
| DS‐II | 9. I cope fairly well with life | ds_cope | 0–4 | 1.04 | 0.98 | |
| DS‐II | 10. I have a lot of regret about my life | ds_regret | 0–4 | 1.14 | 0.94 | |
| DS‐II | 11. I tend to feel hurt easily | ds_hurt | 0–4 | 1.33 | 1.00 | |
| DS‐II | 12. I feel distressed about what is happening to me | ds_distress | 0–4 | 1.67 | 1.09 | |
| DS‐II | 13. I am not a worthwhile person | worthless | DS‐II item 1 and item 13 | 0–4 | 1.18 | 1.08 |
| DS‐II | 14. I would rather not be alive | death | DS‐II item 14 and PHQ−9 item 17 | 0–4 | 0.21 | 0.60 |
| DS‐II | 15. I feel quite isolated or alone | ds_isolated | 0–4 | 0.63 | 0.93 | |
| DS‐II | 16. I feel trapped by what is happening to me | ds_trapped | 0–4 | 0.89 | 1.08 | |
| PHQ−9 | 1. Little interest or pleasure in doing things | phq_interest | 0–3 | 0.87 | 0.86 | |
| PHQ−9 | 2. feeling down, depressed, or hopeless | phq_down | 0–3 | 0.63 | 0.72 | |
| PHQ−9 | 3. Trouble falling or staying asleep, or sleeping too much | phq_sleep | 0–3 | 1.33 | 1.06 | |
| PHQ−9 | 4. Feeling tired or having little energy | phq_tired | 0–3 | 1.24 | 0.93 | |
| PHQ−9 | 5. Poor appetite or overeating | phq_appetite | 0–3 | 0.84 | 0.99 | |
| PHQ−9 | 6. Feeling bad about yourself ‐ or that you are a failure or have let yourself or your family down | phq_failure | 0–3 | 0.24 | 0.54 | |
| PHQ−9 | 7. Trouble concentrating on things, such as reading the newspaper or watching television | phq_concentrate | 0–3 | 0.69 | 0.81 | |
| PHQ−9 | 8. Slowing or agitation | phq_motor | 0–3 | 0.42 | 0.76 | |
| PHQ−9 | 9. Thoughts that you would be better off dead or of hurting yourself in some way | death | DS‐II item 14 and PHQ−9 item 17 | 0–3 | 0.15 | 0.41 |
Abbreviations: M, Mean; SD, Standard Deviation.
Positively worded DS‐II items were reverse scored.
FIGURE 1Network structure and communities of the DS‐II and PHQ‐9 items. Thickness of edge weights (green lines) reflect strength of associations between nodes
FIGURE 2Probability of each symptom belonging to the community it was originally identified in by EGA (results from bootstrap with 10,000 iterations)
Frequencies of symptom replication in each community (results from bootstrap with 10,000 iterations)
| Item | 1 (Loss of hope and meaning) | 2 (Non‐specific‐emotionality) | 3 (Entrapment) | 4 (Depressive symptoms) | 5 |
|---|---|---|---|---|---|
| helpless (latent factor) |
| 0.381 | 0.005 | ||
| ds_hopeless |
| 0.381 | 0.005 | ||
| ds_role |
| 0.004 | 0.188 | 0.011 | |
| death (latent factor) |
| 0.191 | 0.008 | ||
| ds_pointless |
| 0.190 | 0.008 | ||
| worthless (latent factor) |
| 0.001 | 0.004 | 0.002 | 0.025 |
| ds_cope |
| 0.001 | 0.004 | 0.002 | 0.025 |
| phq_failure | 0.243 |
| 0.032 | 0.176 | 0.024 |
| ds_regret | 0.273 |
| 0.175 | 0.015 | 0.012 |
| ds_control | 0.006 |
| 0.003 | 0.003 | |
| ds_hurt |
| ||||
| ds_irritable |
| ||||
| ds_isolated | 0.370 | 0.004 |
| 0.003 | |
| ds_distress | 0.288 | 0.003 |
| ||
| ds_trapped | 0.288 | 0.003 |
| ||
| phq_motor | 0.004 |
| |||
| phq_concentrate | 0.004 |
| |||
| phq_down | 0.002 |
| |||
| phq_interest |
| ||||
| phq_appetite |
| ||||
| phq_tired |
| ||||
| phq_sleep |
|
Values ≥ 0.300 are in bold.
FIGURE 3Node strength centrality, where its strength centrality results from the sum of all associations of a node with all other nodes