| Literature DB >> 31816911 |
Achim Siegel1, Anna T Ehmann1, Ingo Meyer2, Oliver Gröne3,4, Wilhelm Niebling5, Peter Martus6, Monika A Rieger1.
Abstract
Background: The purpose of our study was to develop and psychometrically test a German-language survey instrument that measures patient enablement generically and in greater detail than previous instruments.Entities:
Keywords: patient activation; patient empowerment; patient enablement; standardized questionnaire; validation
Mesh:
Year: 2019 PMID: 31816911 PMCID: PMC6926737 DOI: 10.3390/ijerph16234867
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Figure 1Connotation map of ‘patient enablement’, ‘patient empowerment’, and ‘patient activation’.
Figure 2Conceptual scope map (scheme) of ‘enabled patient’, ‘empowered patient’, and ‘activated patient’.
Socio-demographic characteristics of the study participants.
| Total | Calibration Sample | Validation Sample | ||||
|---|---|---|---|---|---|---|
|
| % |
| % |
| % | |
| Gender | ||||||
| Male | 506 | 43.3 | 255 | 43.7 | 251 | 43.0 |
| Female | 662 | 56.7 | 329 | 56.3 | 333 | 57.0 |
| Age (Years) | ||||||
| Mean (Standard Deviation) | 62.3 (15.9) | 61.65 (15.8) | 63.00 (16.0) | |||
| Range | 19–95 | 19–92 | 19–95 | |||
| Chronic Disease | ||||||
| Yes | 650 | 55.7 | 327 | 56.0 | 323 | 55.3 |
| No | 412 | 35.3 | 212 | 36.3 | 200 | 34.2 |
| Don’t know | 70 | 6.0 | 25 | 4.3 | 45 | 7.7 |
| Missing | 36 | 3.1 | 20 | 3.4 | 16 | 2.7 |
| Education level | ||||||
| No school leaving certificate | 19 | 1.6 | 11 | 1.9 | 8 | 1.4 |
| Secondary school certificate | 735 | 62.9 | 363 | 62.2 | 372 | 63.7 |
| Intermediate maturity | 255 | 21.8 | 130 | 22.3 | 125 | 21.4 |
| Polytechnic secondary school | 11 | 0.9 | 5 | 0.9 | 6 | 1.0 |
| Advanced technical college certificate | 58 | 5.0 | 30 | 5.1 | 28 | 4.8 |
| Abitur (a-level) | 45 | 3.9 | 19 | 3.3 | 26 | 4.5 |
| Missing | 45 | 3.9 | 26 | 4.5 | 19 | 3.3 |
| Employment status | ||||||
| Currently employed | 497 | 42.6 | 256 | 43.8 | 241 | 41.3 |
| Currently not employed | 587 | 50.3 | 292 | 50.0 | 295 | 50.5 |
| Missing | 84 | 7.1 | 36 | 6.2 | 48 | 8.2 |
Description of the scores for health-related quality of life (EQ-5D index), health status (EQ-VAS), health literacy (HLS-EU-Q16) and General Self-Efficacy (GSE).
| Total | Calibration Sample | Validation Sample | ||||
|---|---|---|---|---|---|---|
|
| Mean (SD) |
| Mean (SD) |
| Mean (SD) | |
| EQ-5D Index | 1090 | 0.84 (0.20) | 544 | 0.84 (0.20) | 546 | 0.83 (0.20) |
| EQ-VAS | 1052 | 68.69 (20.30) | 527 | 69.11 (19.92) | 525 | 68.27 (20.69) |
| HLS-EU-Q16 | - | - | 126 | 12.19 (4.18) | ||
| GSE scale | - | - | 162 | 29.01 (5.58) | ||
Item descriptives in the total sample (N = 1168).
| Item 1 | Factor Loading Factor 1 | Factor Loading Factor 2 | Mean (SD) 2 | Missing Values n (%) 3 | |
|---|---|---|---|---|---|
| 1 | I know how I can promote my health. |
| 0.16 | 4.12 (0.86) | 51 (4.5) |
| 2 | It is easy for me to practice health-promoting behavior in everyday life (e.g., nutrition, exercise). |
| 0.01 | 3.72 (0.94) | 49 (4.2) |
| 3 | I am well informed regarding my health condition. |
| 0.36 | 4.20 (0.87) | 73 (6.3) |
| 4 | I am able to cope with my health problems. |
| 0.30 | 4.01 (0.88) | 58 (5.0) |
| 5 | I know different treatment options for my health problems. |
| 0.24 | 3.71 (1.0) | 113 (9.7) |
| 6 | I am able to prevent a deterioration of my health condition as much as this is possible. |
| 0.22 | 3.83 (0.94) | 79 (6.8) |
| 7 | I know when to seek medical or therapeutic help, or when I can deal with my health problem myself. |
| 0.45 | 3.99 (0.91) | 56 (4.8) |
| 8 | I am able to get medical or therapeutic help when I need it. | 0.50 |
| 4.26 (0.88) | 50 (4.3) |
| 9 | I have no difficulty in telling my doctor about my concerns and fears, even if he or she does not address them directly. | 0.18 |
| 4.12 (0.98) | 37 (3.2) |
| 10 | It is easy for me to ask my questions or express my wishes during a medical consultation. | 0.19 |
| 4.19 (0.95) | 35 (3.0) |
| 11 | I am confident that I can maintain a healthy lifestyle even in stressful times. |
| 0.32 | 3.63 (0.96) | 39 (3.3) |
| 12 | In general, I am coping well with life. |
| 0.37 | 4.19 (0.86) | 26 (2.2) |
| 13 | On the whole, I am able to look after myself. |
| 0.34 | 4.04 (0.94) | 30 (2.6) |
1 The items presented here reflect a culturally adapted provisional English version of the German PEN-13 version. The initial question to the items was “To what extent do you agree with the following statements for you as a patient?” 2 SD—standard deviation; scale 1–5: 1—strongly disagree; 2—disagree; 3—neither/nor; 4—agree; 5—strongly agree. 3 For each study participant with one to three missing items these were substituted by the mean of the respondent’s valid items. The bold marking shows the assignment to the factor.
Inter-item correlation matrix of PEN-13 items in the total sample.
| Item_1 | Item_2 | Item_3 | Item_4 | Item_5 | Item_6 | Item_7 | Item_8 | Item_9 | Item_10 | Item_11 | Item_12 | Item_13 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item_1 | 1 | 0.506 | 0.462 | 0.479 | 0.521 | 0.482 | 0.501 | 0.429 | 0.316 | 0.358 | 0.426 | 0.412 | 0.443 |
| Item_2 | 0.506 | 1 | 0.361 | 0.395 | 0.377 | 0.449 | 0.397 | 0.327 | 0.242 | 0.274 | 0.524 | 0.378 | 0.372 |
| Item_3 | 0.462 | 0.361 | 1 | 0.622 | 0.539 | 0.512 | 0.513 | 0.517 | 0.438 | 0.447 | 0.412 | 0.368 | 0.357 |
| Item_4 | 0.479 | 0.395 | 0.622 | 1 | 0.552 | 0.619 | 0.583 | 0.54 | 0.406 | 0.411 | 0.494 | 0.553 | 0.564 |
| Item_5 | 0.521 | 0.377 | 0.539 | 0.552 | 1 | 0.556 | 0.523 | 0.445 | 0.388 | 0.367 | 0.428 | 0.378 | 0.423 |
| Item_6 | 0.482 | 0.449 | 0.512 | 0.619 | 0.556 | 1 | 0.636 | 0.52 | 0.375 | 0.345 | 0.517 | 0.492 | 0.528 |
| Item_7 | 0.501 | 0.397 | 0.513 | 0.583 | 0.523 | 0.636 | 1 | 0.66 | 0.475 | 0.444 | 0.458 | 0.484 | 0.539 |
| Item_8 | 0.429 | 0.327 | 0.517 | 0.54 | 0.445 | 0.52 | 0.66 | 1 | 0.586 | 0.55 | 0.437 | 0.536 | 0.562 |
| Item_9 | 0.316 | 0.242 | 0.438 | 0.406 | 0.388 | 0.375 | 0.475 | 0.586 | 1 | 0.775 | 0.423 | 0.423 | 0.382 |
| Item_10 | 0.358 | 0.274 | 0.447 | 0.411 | 0.367 | 0.345 | 0.444 | 0.55 | 0.775 | 1 | 0.457 | 0.41 | 0.391 |
| Item_11 | 0.426 | 0.524 | 0.412 | 0.494 | 0.428 | 0.517 | 0.458 | 0.437 | 0.423 | 0.457 | 1 | 0.558 | 0.508 |
| Item_12 | 0.412 | 0.378 | 0.368 | 0.553 | 0.378 | 0.492 | 0.484 | 0.536 | 0.423 | 0.41 | 0.558 | 1 | 0.732 |
| Item_13 | 0.443 | 0.372 | 0.357 | 0.564 | 0.423 | 0.528 | 0.539 | 0.562 | 0.382 | 0.391 | 0.508 | 0.732 | 1 |
Corrected item-total correlation of PEN-13 items in the total sample.
| Item_1 | Item_2 | Item_3 | Item_4 | Item_5 | Item_6 | Item_7 | Item_8 | Item_9 | Item_10 | Item_11 | Item_12 | Item_13 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0.619 | 0.527 | 0.645 | 0.728 | 0.637 | 0.704 | 0.728 | 0.715 | 0.606 | 0.607 | 0.657 | 0.666 | 0.673 |
Figure 3Path model for the CFA of the German PEN-13 and the corresponding path coefficients. Explication of Figure 3: The values between the factor and the item are the corresponding path coefficients; the values in the right column (0.40; 0.30; 0.46; …) are the path coefficients with the error terms.
Confirmatory analysis of the two-factor model (without and with adjustment) and the one-factor model.
| Criterion | Two-Factor Model Without Adjustment | Two-Factor Model with Two Additional Correlations 1 | One-Factor Model | One-Factor Model with Two Additional Correlations 1 |
|---|---|---|---|---|
| Chi2 | 768.357 | 443.723 | 992.045 | 495.927 |
| <0.001 | <0.001 | <0.001 | <0.001 | |
| Df | 64 | 62 | 65 | 63 |
| Chi2/df | 12.006 | 7.157 | 15.262 | 7.872 |
| Comparative Fit Index (CFI) | 0.821 | 0.903 | 0.765 | 0.890 |
| Tucker Lewis Index (TLI) | 0.782 | 0.878 | 0.718 | 0.864 |
| Root Mean Square Error of Approximation (RMSEA) (90% CI) | 0.137 (0.129–0.146) | 0.103 (0.094–0.112) | 0.156 (0.148–0.165) | 0.109 (0.100–0.118) |
1 Intercorrelation between the error terms of the items 12 and 13 (factor 1) and 9 and 10 (factor 2).