Validity analysis
The results of the expert panel review were used to conclude the content of the TR – HSOPSC 2.0, and to evaluate the face validity and content validity. The expert panel suggested minor revisions to improve the readability and intelligibility of the items in terms of face validity. In the next step, the content validity of the adapted TR—HSOPSC 2.0 was calculated for each item and subscale by evaluating the items using the content validity index (CVI). Lawshe's method was used to calculate the CVI [
30]. As a result of the analysis, it was determined that the CVI, which was 0.96 for the overall scale, ranged between 0.90 and 0.98 for the items. The significance of the content validity index was above 0.80 [
31,
32], which was considered acceptable.
Prior to the factor analysis, the suitability of the data set for factor analysis was evaluated using KMO and Bartlett's test for construct validity. The KMO sample adequacy test result was found to be at a sufficient level as 0.86. Bartlett's test result was found to be significant (p < 0.001). The 10-factor structure with an eigenvalue greater than 1 was explained with a total variance of 71.8%. As a result of the EFA, the rotated factor loads were examined using the Varimax rotation technique.
The factor loads of the TR – HSOPSC 2.0 range between 0.58 and 0.80. The first factor Teamwork is between 0.65 and 0.74, the second factor Staffing and Work Pace is between 0.70 and 0.76, the third factor Organizational Learning – Continuous Improvement is between 0.62 and 0.64, the fourth factor Response to Error is between 0.65 and 0.70, the fifth factor Supervisor, Manager, or Clinical Leader Support for Patient Safety is between 0.72 and 0.76, the sixth factor Communication about Error is between 0.63 and 0.72, the seventh factor Communication Openness is between 0.69 and 0.76, the eighth factor Reporting Patient Safety Events is between 0.59 and 0.63, the ninth factor Hospital Management Support for Patient Safety is between 0.58 and 0.66, and the tenth factor Handoffs and Information Exchange is between 0.73 – 0.80.
As seen in Table
3, the highest average scores of the TR – HSOPSC 2.0 were 3.73, obtained from Reporting Patient Safety Events, and 3.43, obtained from Staffing and Work Pace subscale. In contrast, the lowest average score was 2.24, obtained from the Communication about Error subscale, followed by 2.62, obtained from Hospital Management Support for Patient Safety.
Table 3
Descriptive statistics, reliability coefficients, and factor loads of the TR – HSOPSC 2.0 (N = 613)
Teamwork | | 3.20 ± 0.58 | | | 0.75 |
| A1 | 3.13 ± 1.16 | 0.65 | 0.73 | |
| A8 | 2.36 ± 1.07 | 0.72 | 0.72 | |
| A9a | 4.10 ± 1.01 | 0.74 | 0.74 | |
Staffing and Work Pace | | 3.43 ± 0.52 | | | 0.73 |
| A2 | 2.94 ± 1.23 | 0.70 | 0.71 | |
| A3 | 3.23 ± 1.20 | 0.71 | 0.72 | |
| A5a | 4.03 ± 1.03 | 0.76 | 0.72 | |
| A11a | 3.52 ± 1.08 | 0.74 | 0.71 | |
Organizational Learning – Continuous Improvement | | 2.97 ± 0.55 | | | 0.74 |
| A4 | 2.78 ± 1.19 | 0.62 | 0.71 | |
| A12 | 3.16 ± 1.17 | 0.63 | 0.68 | |
| A14a | 2.98 ± 1.15 | 0.64 | 0.72 | |
Response to Error | | 3.22 ± 0.41 | | | 0.81 |
| A6a | 3.63 ± 1.19 | 0.65 | 0.75 | |
| A7a | 4.14 ± 0.96 | 0.66 | 0.74 | |
| A10 | 2.44 ± 1.11 | 0.68 | 0.73 | |
| A13a | 2.68 ± 1.13 | 0.70 | 0.72 | |
Supervisor, Manager, or Clinical Leader Support for Patient Safety | | 2.62 ± 0.54 | | | 0.77 |
| B1 | 2.77 ± 1.20 | 0.72 | 0.73 | |
| B2a | 3.22 ± 1.19 | 0.76 | 0.72 | |
| B3 | 1.86 ± 0.96 | 0.74 | 0.69 | |
Communication about Error | | 2.24 ± 0.84 | | | 0.73 |
| C1 | 2.36 ± 1.07 | 0.63 | 0.69 | |
| C2 | 1.90 ± 1.01 | 0.68 | 0.70 | |
| C3 | 2.44 ± 1.11 | 0.72 | 0.68 | |
Communication Openness | | 2.83 ± 0.52 | | | 0.82 |
| C4 | 2.48 ± 1.08 | 0.76 | 0.81 | |
| C5 | 3.16 ± 1.17 | 0.70 | 0.78 | |
| C6 | 2.68 ± 1.13 | 0.69 | 0.79 | |
| C7a | 2.98 ± 1.16 | 0.71 | 0.80 | |
Reporting Patient Safety Events | | 3.73 ± 0.96 | | | 0.74 |
| D1 | 3.37 ± 1.34 | 0.59 | 0.70 | |
| D2 | 4.10 ± 1.51 | 0.63 | 0.68 | |
Hospital Management Support for Patient Safety | | 2.62 ± 0.48 | | | 0.76 |
| F1 | 1.90 ± 1.01 | 0.66 | 0.68 | |
| F2 | 2.44 ± 1.11 | 0.71 | 0.72 | |
| F3a | 3.52 ± 1.08 | 0.58 | 0.71 | |
Handoffs and Information Exchange | | 3.06 ± 0.54 | | | 0.72 |
| F4a | 2.84 ± 1.17 | 0.80 | 0.71 | |
| F5a | 3.32 ± 1.13 | 0.73 | 0.72 | |
| F6 | 3.02 ± 1.15 | 0.79 | 0.68 | |
The highest average scores were obtained from item A7 with 4.14: “When an event is reported in this unit, it feels like the person is being written up, not the problem” and item D2 with 4.10: “When a mistake reaches the patient and could have harmed the patient, but did not, how often is this reported?”, while the lowest average scores were obtained from item B3 with 1.86: “My supervisor, manager, or clinical leader takes action to address patient safety concerns that are brought to their attention” and item C2 with 1.90: “When errors happen in this unit, we discuss ways to prevent them from happening again.”
In Table
4, the model fit indices of the TR—HSOPSC 2.0 were given. In confirmatory factor analysis, values of X
2/ df = 2.86, RMSEA = 0.07, SRMR = 0.05 provided an acceptable fit, while TLI = 0.91 and GFI = 0.93 provided a good fit [
33‐
35]. A good relationship was found between the items and the subscales. Covariance was not performed between the items since the correction indices were not found to be at a significant load.
Table 4
Fit indices of the models
X2/df | 0 ≤ X2/df ≤ 2 | 2 ≤ X2/df ≤ 5 | 2.86 |
RMSEA | 0 ≤ RMSEA ≤ 0.05 | 0.05 < RMSEA < 0.08 | 0.07 |
SRMR | 0 ≤ SRMR ≤ 0.05 | 0.05 < SRMR < 0.08 | 0.05 |
TLI | 0.90 ≤ TLI ≤ 1 | 0.85 ≤ TLI < 0.90 | 0.91 |
GFI | 0.90 ≤ GFI ≤ 1 | 0.85 ≤ GFI < 0.90 | 0.93 |
Discriminant analysis was performed to test the discrimination of the items scoring the highest and lowest at 27%. Accordingly, the Student's t-test compared the lower and higher cut groups. There was a significant difference between the lower scored group ( n = 240), and the higher scored group ( n = 240) ( p < 0.001) for each mean item score.
Internal validity
Descriptive analyses and reliability coefficients of the TR – HSOPSC 2.0 were given in Table
3. Cronbach's alpha coefficients were as follows: 0.75 for Teamwork, 0.73 for Staffing and Work Pace, 0.74 for Organizational Learning—Continuous Improvement, 0.81 for Response to Error, 0.77 for Supervisor, Manager, or Clinical Leader Support for Patient Safety, 0.73 for Communication about Error, 0.82 for Communication Openness, 0.74 for Reporting Patient Safety Events, 0.76 for Hospital Management Support for Patient Safety, and 0.72 for Handoffs and Information Exchange. If the item was deleted, Cronbach's alpha would indicate that the consistency would not be improved by removing any items.