| Literature DB >> 33003579 |
Teresa Peiró1, Beatriz Sora2, Aida Soriano3, Jesús Yeves4.
Abstract
The present study aimed to examine the relationship between the quality of undergraduate education perceived by novice nurses and their retrospective satisfaction with their education. It also studied the relationships between the perceived usefulness of their education for their current jobs and the quality of the jobs held by novice nursing professionals. The moderator role of mobility in this relationship was also analyzed, as it reflects a boundary condition in which additional preparation or job opportunities may occur. The study used data from the graduates' survey carried out by the Agència per a la Qualitat del Sistema Universitari de Catalunya (AQU) in 2017. The analysis of data from 644 graduates of Catalan Universities in 2014 highlights different functions of two types of knowledge and skills; those directly related to science and the practice of nursing are stronger predictors of retrospective satisfaction with nursing education. In turn, the perception of the usefulness of horizontal skills, such as transversal and communication skills, plays a stronger role in predicting job quality. The results about the role of mobility were not conclusive, and more research is needed to clarify its influence on nursing education and subsequent professional practice.Entities:
Keywords: Nursing; education quality; education usefulness; job quality; mobility; satisfaction; undergraduates; university education
Mesh:
Year: 2020 PMID: 33003579 PMCID: PMC7579279 DOI: 10.3390/ijerph17197145
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Summary of confirmatory factor analyses: results of Education Quality (EQ-; models M1a–M4a) and Education Usefulness (EU-; Models M1b–M4b).
| Chi-Squared | gl |
| CFI | IFI | NFI | RMSEA | |
|---|---|---|---|---|---|---|---|
|
| |||||||
| One-factor model (M1a) | 599.13 | 78 | 0.00 | 0.89 | 0.89 | 0.88 | 0.10 |
| Three-factor model (M2a) | 511.85 | 77 | 0.00 | 0.91 | 0.91 | 0.90 | 0.09 |
| Four-factor model (M3a) | 344.82 | 75 | 0.00 | 0.95 | 0.95 | 0.93 | 0.07 |
| Alternative four-factor model (M4a) | 509.36 | 75 | 0.00 | 0.91 | 0.91 | 0.90 | 0.09 |
|
| |||||||
| One-factor model (M1b) | 599.50 | 78 | 0.00 | 0.89 | 0.89 | 0.87 | 0.10 |
| Three-factor model (M2b) | 439.04 | 77 | 0.00 | 0.92 | 0.92 | 0.91 | 0.08 |
| Four-factor model (M3b) | 255.12 | 75 | 0.00 | 0.96 | 0.96 | 0.95 | 0.06 |
| Alternative four-factor model (M4b) | 255.12 | 75 | 0.00 | 0.92 | 0.92 | 0.91 | 0.09 |
|
| |||||||
| One-factor model (M5) | 37.00 | 2 | 0.00 | 0.94 | 0.94 | 0.93 | 0.16 |
| Two-factor model (M6) | 56.88 | 3 | 0.00 | 0.90 | 0.90 | 0.90 | 0.17 |
M1a/M1b. One-factor model; M2a/M2b. knowledge and skills about nursing contents transversal skills, instrumental skills; M3a/M3b. knowledge and skills about nursing contents, communication skills, transversal skills, instrumental skills; M4a/M4b. theoretical training, practical training, transversal skills, instrumental skills; M5. One-factor model; M6. Intrinsic satisfaction, extrinsic satisfaction. Gl, Degrees of freedom; CFI, Comparative Fit Index; IFI, Incremental Fit Index; NFI, Normed Fit Index; RMSEA, Root Mean Square Error of Approximation.
Factor loading matrix.
| Education Quality (EQ) | Education Usefulness (EU) | Satisfaction | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 2 | 3 | 4 | 1 | 2 | 3 | 4 | 1 | ||
| Nursing content | Theoretical training | 0.83 | 0.80 | |||||||
| Practical training | 0.63 | 0.71 | ||||||||
| Communication skills | Oral communication | 0.77 | 0.72 | |||||||
| Written communication | 0.88 | 0.82 | ||||||||
| Transversal skills | Teamwork | 0.76 | 0.78 | |||||||
| Leadership | 0.83 | 0.77 | ||||||||
| Management | 0.78 | 0.75 | ||||||||
| Problem solving | 0.84 | 0.84 | ||||||||
| Making decisions | 0.84 | 0.85 | ||||||||
| Creativity | 0.76 | 0.70 | ||||||||
| Critical thinking | 0.71 | 0.70 | ||||||||
| Instrumental skills | Computer science | 0.65 | 0.64 | |||||||
| Languages | 0.63 | 0.61 | ||||||||
| Documentation | 0.69 | 0.71 | ||||||||
| Satisfaction | With the job content | 0.73 | ||||||||
| With the prospects of improvement and promotion | 0.49 | |||||||||
| With the remuneration | 0.47 | |||||||||
| With work in general | 0.84 | |||||||||
Descriptive statistics (means and standard deviations) and correlations.
| Mean | SD |
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1. Sex | − | − | − | 1.0 | ||||||||||||||||
| 2.Age | 27.75 | 5.27 | − | 0.09 * | 1.0 | |||||||||||||||
| 3.Public/private organization | − | − | − | −0.04 | 0.05 | 1.0 | ||||||||||||||
| 4. EQ-Nursing Content | 5.49 | 1.00 | 0.72 | −0.10 ** | 0.08 * | 0.01 | 1.0 | |||||||||||||
| 5. EQ-Communication skills | 5.07 | 1.26 | 0.79 | −0.11 ** | 0.13 ** | 0.01 | 0.52 ** | 1.0 | ||||||||||||
| 6. EQ-Transversal skills | 4.88 | 1.18 | 0.91 | −0.17 ** | 0.08 * | −0.01 | 0.58 ** | 0.67 ** | 1.0 | |||||||||||
| 7. EQ-Instrumental skills | 4.12 | 1.34 | 0.72 | −0.09 ** | 0.17 ** | 0.03 | 0.45 ** | 0.56 ** | 0.69 ** | 1.0 | ||||||||||
| 8. Education satisfaction | 5.48 | 1.35 | − | −0.14 ** | 0.10 * | −0.04 | 0.50 ** | 0.33 ** | 0.40 ** | 0.32 ** | 1.0 | |||||||||
| 9. EU-Nursing Content | 5.48 | 1.14 | 0.63 | −0.07 * | 0.07 * | −0.04 | 0.75 ** | 0.41 ** | 0.51 ** | 0.37 ** | 0.56 ** | 1.0 | ||||||||
| 10. EU-Communication skills | 5.30 | 1.19 | 0.83 | −0.06 * | 0.10 ** | 0.00 | 0.50 ** | 0.69 ** | 0.55 ** | 0.46 ** | 0.38 ** | 0.56 ** | 1.0 | |||||||
| 11. EU-Transversal skills | 5.26 | 1.11 | 0.91 | −0.08 * | 0.05 | −0.03 | 0.53 ** | 0.43 ** | 0.70 ** | 0.47 ** | 0.37 ** | 0.59 ** | 0.62 ** | 1.0 | ||||||
| 12. EU-Instrumental skills | 4.54 | 1.35 | 0.72 | −0.04 | 0.11 ** | −0.01 | 0.41 ** | 0.36 ** | 0.49 ** | 0.60 ** | 0.37 ** | 0.44 ** | 0.49 ** | 0.66 ** | 1.0 | |||||
| 13. Mobility | − | − | − | 0.03 | −0.07 * | −0.07 | −0.01 | −0.05 | 0.09 ** | 0.10 ** | −0.03 | −0.01 | −0.01 | 0.07 * | 0.08 * | 1.0 | ||||
| 14. Type of contract | − | − | − | 0.03 | 0.24 ** | 0.21 ** | 0.03 | 0.04 | 0.04 | 0.12 ** | 0.01 | 0.01 | 0.07 * | 0.04 | 0.06 | 0.02 | 1.0 | |||
| 15. Full- and part-time work | − | − | − | −0.13 ** | 0.09 * | 0.02 | 0.49 ** | 0.32 ** | 0.39 ** | 0.32 ** | 0.11 ** | 0.56 ** | 0.37 ** | 0.37 ** | 0.37 ** | −0.03 | 0.15 ** | 1.0 | ||
| 16. Salary | 2.59 | 0.71 | − | 0.065 | 0.036 | −0.11 * | 0.01 | 0.08 | 0.08 | 0.03 | 0.04 | 0.04 | 0.04 | 0.07 | 0.05 | −0.05 | 0.09 | − | 1.0 | |
| 17. Job satisfaction | 5.48 | 0.87 | 0.70 | −0.13 ** | 0.05 | −0.17 ** | 0.16 ** | 0.19 ** | 0.20 ** | 0.20 ** | 0.21 ** | 0.18 ** | 0.20 ** | 0.22 ** | 0.26 ** | −0.03 | −0.01 | 0.13 ** | 0.06 | 1.0 |
* p < 0.05 ** p < 0.01, one-tailed. SD (Standard deviation). EQ- (Education Quality). EU- (Education usefulness). Note. Sex (0 woman; 1 men). Mobility (0. no; 1. yes). Type of contract: (0, temporary; 1 fixed). Full- and part-time work (1. Full-time; 0 part-time). All data were computed in the whole sample, except the results for salary, which were computed only in the full-time work sample. Content refers to knowledge and skills about nursing.
Regression analysis of graduates’ retrospective Education Satisfaction on Education Quality (EQ-) factors.
| Education Satisfaction | |||
|---|---|---|---|
| B | SE |
| |
| Step 1 | |||
| Sex | −0.157 | 0.180 | 0.000 |
| Age | 0.111 | 0.011 | 0.012 |
| Public/private organization | −0.050 | 0.121 | 0.258 |
| Step 2 | |||
| EQ-Nursing content | 0.409 | 0.066 | 0.000 |
| EQ-Communication skills | 0.007 | 0.081 | 0.895 |
| EQ-Transversal skills | 0.100 | 0.090 | 0.112 |
| EQ-Instrumental skills | 0.046 | 0.073 | 0.386 |
| R2 | 0.278 | ||
| R2 change step 1 | 0.034 | 0.000 | |
| R2 change step 2 | 0.244 | 0.000 | |
B are standardized values. Given that p-values were computed as two-tailed, they must be divided by 2 to obtain the p-value for the one-tailed test. Sex (0 woman; 1 men). Public/private organization (0. public; 1. Private). B, standardized coefficient; SE, standard error; p, p-value. R2, R-squared.
Regression analysis for Education Usefulness (EU-) in current job and mobility in predicting salary, job satisfaction, full/part-time, and type of contract.
| Type of Contract | Full- and Part-Time work | Salary | Job Satisfaction | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| B | Wald |
| Exp(B) | B | Wald |
| Exp(B) | B | SE |
| B | SE |
| |
| Step 1 | ||||||||||||||
| Sex | −0.106 | 0.117 | 0.732 | 0.899 | 0.399 | 20.154 | 0.142 | 10.491 | 0.066 | 0.166 | 0.475 | −0.159 | 0.110 | 0.000 |
| Age | 0.094 | 25.051 | 0.000 | 1.099 | 0.029 | 2.456 | 0.117 | 1.029 | 0.077 | 0.009 | 0.402 | 0.073 | 0.007 | 0.093 |
| Public/private organization | 0.925 | 19.264 | 0.000 | 2.523 | 0.043 | 0.053 | 0.818 | 1.044 | −0.213 | 0.123 | 0.022 | −0.187 | 0.074 | 0.000 |
| Step 2 | ||||||||||||||
| EU-Nursing Content | 0.084 | 0.082 | 0.775 | 1.087 | 0.086 | 0.128 | 0.721 | 1.090 | 0.120 | 0.095 | 0.345 | 0.027 | 0.047 | 0.610 |
| EU-Communication skills (CS) | 0.545 | 2.723 | 0.099 | 1.724 | 0.493 | 3.602 | 0.058 | 1.637 | 0.211 | 0.086 | 0.080 | 0.018 | 0.050 | 0.751 |
| EU-Transversal skills (TS) | −0.841 | 4.157 | 0.041 | 0.431 | −0.377 | 1.132 | 0.287 | 0.686 | −0.149 | 0.108 | 0.332 | 0.063 | 0.059 | 0.326 |
| EU-Instrumental skills (IS) | 0.434 | 2.031 | 0.154 | 1.543 | 0.197 | 0.578 | 0.447 | 1.218 | 0.134 | 0.093 | 0.272 | 0.208 | 0.050 | 0.000 |
| Mobility | −0.360 | 2.367 | 0.124 | 0.698 | −0.262 | 1.556 | 0.212 | 0.769 | −0.023 | 0.135 | 0.814 | −0.073 | 0.079 | 0.082 |
| Step 3 | ||||||||||||||
| Content *mobility | −0.194 | 0.325 | 0.569 | 0.824 | 0.248 | 0.775 | 0.379 | 1.281 | 0.118 | 0.213 | 0.514 | −0.047 | 0.108 | 0.476 |
| CS *mobility | −0.435 | 1.328 | 0.249 | 0.647 | −0.600 | 3.983 | 0.046 | 0.549 | −0.364 | 0.231 | 0.062 | −0.081 | 0.114 | 0.229 |
| TS *mobility | 1.074 | 5.450 | 0.020 | 2.928 | 0.374 | 0.908 | 0.341 | 1.453 | 0.516 | 0.281 | 0.026 | 0.132 | 0.155 | 0.107 |
| IS *mobility | −0.529 | 2.254 | 0.133 | 0.589 | −0.152 | 0.256 | 0.613 | 0.859 | −0.265 | 0.199 | 0.148 | −0.039 | 0.116 | 0.566 |
| R2 | 0.150 a | 0.049 a | 0.186 | 0.143 | ||||||||||
| R2 change step 1/χ2(gl) | 47.40 (3) | 0.000 | 5.38 (3) | 0.146 | 0.058 | 0.078 | 0.060 ** | 0.000 | ||||||
| R2 change step 2/χ2(gl) | 52.63 (8) | 0.000 | 15.45 (8) | 0.051 | 0.072 | 0.021 | 0.077 ** | 0.000 | ||||||
| R2 change step 3/χ2(gl) | 59.04 (12) | 0.000 | 20.21 (12) | 0.063 | 0.055 | 0.142 | 0.006 | 0.498 | ||||||
Note. Given that p-values were computed as two-tailed, they must be divided by 2 to obtain the p-value for the one-tailed test. R2 change step refers to multiple hierarchical regression and χ2 to binary logistic regressions. Sex (0 woman; 1 men). Public/private organization (0. public; 1. Private). Mobility (0. no; 1. yes). Type of contract: (0. temporary; 1. permanent). Full/part-time work (0, part-time; 1, full-time). a It is Nagelkerke’s R2 because it is a logistic regression. Content refers to knowledge and skills about nursing. B, standardized coefficient; SE, standard error; p, p-value; EU, Education usefulness; CS, Communication skills; TS, Transversal skills; IS, Instrumental skills; Exp(B), exponentiation of the B coefficient.
Figure 1Interaction between transversal skills (usefulness of education in the current job) and mobility in predicting type of contract.
Figure 2Interaction between communication skills (usefulness of education in the current job) and mobility in predicting full- and part-time work.
Figure 3Interaction between communication skills (usefulness of education in the current job) and mobility in predicting salary.
Figure 4Interaction between transversal skills (usefulness of education in the current job) and mobility in predicting salary.
Figure 5Interaction between transversal skills (usefulness of education in the current job) and mobility in predicting job satisfaction.