| Literature DB >> 35204037 |
Petra Brueggemann1, Wilhelm Mebus1, Benjamin Boecking1, Nyamaa Amarjargal1, Uli Niemann2, Myra Spiliopoulou2, Christian Dobel3, Matthias Rose4, Birgit Mazurek1,2.
Abstract
OBJECTIVES: (1) To determine which psychosocial aspects predict tinnitus-related distress in a large self-reported dataset of patients with chronic tinnitus, and (2) to identify underlying constructs by means of factor analysis.Entities:
Keywords: comorbidity; factor analysis; predictors; psychological stress; tinnitus
Year: 2022 PMID: 35204037 PMCID: PMC8870247 DOI: 10.3390/brainsci12020275
Source DB: PubMed Journal: Brain Sci ISSN: 2076-3425
Sample characteristics and questionnaires (N = 1958).
| Variables/Sociodemographic Information | Mean (st.dev.)/Percent |
|---|---|
| Sex | women: 50% |
| Age | 49.4 (11.8) |
| Partnership | yes: 72% |
| Graduation | low: 11% |
| Employment | yes: 74.7% |
|
|
|
| Total TQ: tinnitus-related distress | 35.2 (17.2) |
| PSQ-20 total: perceived stress | 44.8 (18.3) |
| SWOP | |
| ADSL total depression | 15.6 (11.3) |
| BSF berlin mood questionnaire | |
| SES pain perception scale | |
| ISR ICD-10 Symptom Rating: total score | 0.78 (0.58) |
TQ = Tinnitus questionnaire, PSQ = Perceived Stress Questionnaire, SWOP = Self-Efficacy-Optimism-Pessimism Scale questionnaire, Pain Perception Scale, ADS = General Depression Scale, BSF = Berlin Mood Questionnaire, BI = Berlin Complaint Inventory, SES = Pain Perception Scale, ISR = ICD-10-Symptom-Rating.
Significant predictors from regression model for tinnitus-related distress.
| Sociodemographic Items that Significantly Predict TQ | ||
|---|---|---|
| Age | ||
| Number of physicians consulted | ||
| Psychotherapy | ||
| Graduation | ||
| Employment | ||
|
| ||
|
|
|
|
| PSQ | 03 | You feel that too many demands are being made on you. |
| PSQ | 06 | You fear that you will not be able to achieve your goals. |
| PSQ | 20 | You feel discouraged. |
| PSQ | 21 | You are having fun (-). |
| PSQ | 22 | You are afraid of the future |
| PSQ | 26 | You feel mentally exhausted. |
| PSQ | 27 | You have trouble relaxing. |
| PSQ | 29 | You have enough time for yourself (-). |
| SWOP | 03 | I have no trouble achieving my intentions and goals. |
| SWOP | 06 | Things never turn out the way I want them to. |
| ADS | 05 | During the last week, I had trouble concentrating. |
| ADS | 06 | During the last week, I have been depressed. |
| ADS | 11 | During the last week, I slept poorly. |
| ADS | 14 | During the last week, I felt lonely. |
| BSF | 12 | I feel troubled. |
| BSF | 29 | I feel exhausted. |
| ISR | 02 | I no longer really enjoy things that I normally like to do. |
| ISR | 10 | I resist repetitive, nonsensical thoughts or actions, even if I don’t always succeed. |
| ISR | 18 | I have difficulty concentrating. |
| ISR | 20 | I have problems sleeping. |
| ISR | 24 | I have psychological problems due to severe everyday stresses (e.g., serious illness, loss of job, or separation from partner). |
| ISR | 27 | I feel impaired in the exercise of my sexuality. |
| BI | 07 | Excessive need for sleep |
| BI | 10 | Dizziness |
| BI | 27 | Headache |
| SES | 01 | I experience my pain as tortourus. |
| SES | 02 | I experience my pain as horrible. |
| SES | 07 | I experience my pain as dreadful. |
| SES | 09 | I experience my pain as heavy. |
| SES | 13 | I experience my pain as intolerable. |
| SES | 17 | I experience my pain as burning. |
Notes: PSQ = Perceived Stress Questionnaire. SWOP = Self-Efficacy-Optimism-Pessimism Questionnaire. ADS = General Depression Scale. BSF = Berlin Mood Questionnaire. BI = Berlin Complaint Inventory. ISR = ICD-10 Symptom Rating. SES = Pain Perception Scale.
Figure 1Regression model results for the top 10 predictors.
Figure 2Factor plot (equivalent value and number of factors)—definition of 5 factors.
Total variance explained over 5 factors.
| Component | Initial Eigenvalues | Total% of Variance | Cumulated% |
|---|---|---|---|
| 1 | 11.597 | 31.342 | 31.342 |
| 2 | 2.514 | 6.794 | 38.136 |
| 3 | 1.626 | 4.395 | 42.536 |
| 4 | 1.578 | 4.264 | 46.795 |
| 5 | 1.287 | 3.479 | 50.275 |
| Extraction method: principal component analysis | |||
|
| |||
|
|
|
| |
| 11,597 | 31.342 | 31.342 | |
| 2514 | 6.794 | 38.136 | |
| 1626 | 4.395 | 42.531 | |
| 1578 | 4.264 | 46.795 | |
| 1287 | 3.479 | 50.274 | |
|
| |||
|
|
|
| |
| 6040 | 16.324 | 16.324 | |
| 4565 | 12.338 | 28.662 | |
| 4130 | 11.163 | 39.825 | |
| 1806 | 4.882 | 4.,707 | |
| 1646 | 4.449 | 49.156 | |
Eigenvalues of the items on the 5 factors after rotation.
| Rotated Component Matrices | |||||
|---|---|---|---|---|---|
| Component | 1 | 2 | 3 | 4 | 5 |
| PSQ 20 | 0.745 | ||||
| PSQ 22 | 0.686 | ||||
| PSQ 21 | −0.679 | ||||
| ISR 02 | 0.634 | 0.361 | |||
| ISR 24 | 0.632 | ||||
| ADSL 06 | 0.622 | 0.417 | |||
| ADSL 14 | 0.609 | ||||
| BSF 12 | 0.595 | 0.390 | |||
| PSQ 06 | 0.574 | 0.332 | |||
| PSQ 26 | 0.559 | 0.463 | |||
| ISR 27 | 0.557 | ||||
| SWOP 06 | 0.513 | ||||
| SWOP 03 | −0.481 | ||||
| PSQ 03 | 0.455 | ||||
| social item 24 (psychotherapy) | 0.429 | ||||
| ISR 10 | 0.323 | ||||
| SES 02 | 0.831 | ||||
| SES 13 | 0.806 | ||||
| SES 09 | 0.799 | ||||
| SES 07 | 0.789 | ||||
| SES 01 | 0.764 | ||||
| SES 17 | 0.584 | ||||
| BI 27 | 0.437 | 0.435 | |||
| ADSL 11 | 0.796 | ||||
| ISR 20 | 0.780 | ||||
| BSF 29 | 0.457 | 0.626 | |||
| BI 07 | 0.573 | ||||
| ADSL 05 | 0.401 | 0.571 | |||
| PSQ 27 | 0.392 | 0.508 | |||
| ISR 18 | 0.464 | 0.505 | |||
| BI 10 | 0.322 | 0.372 | |||
| social item 18 (employment) | 0.648 | ||||
| PSQ 29 | 0.620 | ||||
| social item 10 (profession, foreman) | 0.707 | ||||
| age | −0.505 | 0.515 | |||
| social item 09 (graduation) | 0.483 | ||||
| social item 25 (number of physicians consulted) | −0.379 | ||||
Extraction method: Principal component analysis. Rotation method: varimax with Kaiser normalization. The rotation converged in 6 iterations.
Figure 3Conclusion of analysis model and resulting factors.