Healthcare-Associated Infections: Knowledge Score and Awareness Among Nurses in Hospitals from North-East Romania
Abstract
1. Introduction
2. Materials and Methods
2.1. Study Design
2.2. Study Settings
2.3. Study Population
2.4. The Applied Questionnaire
2.4.1. Construction of Our Own Questionnaire
2.4.2. Questionnaire Validation
2.5. Statistical Processing
2.6. Scientific Research Ethics and GenAI Using
3. Results
3.1. Demographic Characteristics
3.2. Multivariate Analysis Models
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| HAI | Healthcare-associated infection |
| AMR | Antimicrobial resistance |
| CDC | Centers for Disease Prevention and Control |
| ECDC | European Centre for Disease Prevention and Control |
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| Scoring Principle | Response Elaboration |
|---|---|
| For each subject the score is the sum of the answers to each of the questions regarding the level of knowledge about the prevention and limitation of HAIs: | 1 yes 0 no 1 not at all 2 a little 3 moderately 4 quite a bit 5 very much |
| For questions regarding health status: | 1 much worse 2 worse 3 deficient 4 much better 5 excellent |
| The primary score is standardized as follows: | a low score is interpreted as “worse” a high score is interpreted as “better” |
| Statistical Variables | Number (n = 288) | % |
|---|---|---|
| Distribution by age group | ||
| 18–30 years | 23 | 8.1 |
| 31–40 years | 56 | 19.4 |
| 41–60 years | 206 | 71.5 |
| 61+ years | 3 | 1 |
| Distribution by gender | ||
| female | 243 | 84.4 |
| male | 45 | 15.6 |
| Length of service | ||
| <5 years | 55 | 19.1 |
| 5–15 years | 190 | 66.0 |
| >15 years | 43 | 14.9 |
| Model | R | R-Squared | Adjusted R-Squared | Estimated Standard Error | Statistical Test | ||||
|---|---|---|---|---|---|---|---|---|---|
| R-Squared Change | F Change | df1 | df2 | Sig. F Change | |||||
| 1 | 0.293 (a) * | 0.086 | 0.083 | 11.910 | 0.086 | 26.927 | 1 | 286 | 0.000 |
| 2 | 0.330 (b) | 0.109 | 0.103 | 11.780 | 0.023 | 7.320 | 1 | 285 | 0.007 |
| 3 | 0.339 (c) | 0.115 | 0.105 | 11.764 | 0.006 | 1.821 | 1 | 284 | 0.178 |
| 4 | 0.644 (d) | 0.414 | 0.406 | 9.586 | 0.300 | 144.674 | 1 | 283 | 0.000 |
| 5 | 0.677 (e) | 0.459 | 0.449 | 9.231 | 0.045 | 23.192 | 1 | 282 | 0.000 |
| 6 | 0.683 (f) | 0.467 | 0.455 | 9.177 | 0.008 | 4.325 | 1 | 281 | 0.038 |
| Model | R | R-Squared | Adjusted R-Squared | Estimated Standard Error | Statistical Test | ||||
|---|---|---|---|---|---|---|---|---|---|
| R-Squared Change | F Change | df1 | df2 | Sig. F Change | |||||
| 1 | 0.618 (a) * | 0.382 | 0.380 | 9.790 | 0.382 | 177.123 | 1 | 286 | 0.001 |
| 2 | 0.703 (b) | 0.494 | 0.491 | 8.873 | 0.112 | 63.170 | 1 | 285 | 0.001 |
| 3 | 0.855 (c) | 0.732 | 0.729 | 6.477 | 0.237 | 250.892 | 1 | 284 | 0.001 |
| 4 | 0.880 (d) | 0.774 | 0.770 | 5.960 | 0.042 | 52.381 | 1 | 283 | 0.001 |
| 5 | 0.897 (e) | 0.804 | 0.801 | 5.554 | 0.030 | 43.881 | 1 | 282 | 0.001 |
| 6 | 0.899 (f) | 0.808 | 0.804 | 5.510 | 0.004 | 5.511 | 1 | 281 | 0.020 |
| 7 | 0.910 (g) | 0.829 | 0.825 | 5.207 | 0.021 | 34.707 | 1 | 280 | 0.001 |
| 8 | 0.919 (h) | 0.844 | 0.839 | 4.984 | 0.015 | 26.594 | 1 | 279 | 0.001 |
| 9 | 0.922 (i) | 0.851 | 0.846 | 4.884 | 0.007 | 12.521 | 1 | 278 | 0.001 |
| Model | R | R-Squared | Adjusted R-Squared | Estimated Standard Error | Statistical Test | ||||
|---|---|---|---|---|---|---|---|---|---|
| R-Squared Change | F Change | df1 | df2 | Sig. F Change | |||||
| 1 | 0.194 (a) * | 0.038 | 0.034 | 12.222 | 0.038 | 11.143 | 1 | 286 | 0.001 |
| 2 | 0.200 (b) | 0.040 | 0.033 | 12.227 | 0.003 | 0.759 | 1 | 285 | 0.384 |
| 3 | 0.683 (c) | 0.466 | 0.460 | 9.136 | 0.426 | 26.520 | 1 | 284 | 0.000 |
| 4 | 0.697 (d) | 0.486 | 0.479 | 8.978 | 0.020 | 11.074 | 1 | 283 | 0.001 |
| 5 | 0.703 (e) | 0.494 | 0.485 | 8.928 | 0.008 | 4.199 | 1 | 282 | 0.041 |
| 6 | 0.711 (f) | 0.506 | 0.495 | 8.834 | 0.012 | 6.999 | 1 | 281 | 0.009 |
| 7 | 0.715 (g) | 0.512 | 0.500 | 8.798 | 0.006 | 3.335 | 1 | 280 | 0.069 |
| 8 | 0.717 (h) | 0.514 | 0.500 | 8.795 | 0.002 | 1.143 | 1 | 279 | 0.286 |
| 9 | 0.719 (i) | 0.517 | 0.501 | 8.784 | 0.003 | 1.718 | 1 | 278 | 0.191 |
| N | 288 | |
|---|---|---|
| Mean | 89.33 | |
| Median | 91 | |
| Standard Deviation | 12.44 | |
| Variance | 13.93 | |
| Skewness Test | −0.473 | |
| Standard Error Skewness | 0.144 | |
| Minimum | 43 | |
| Maximum | 118 | |
| Percentile | 25 | 80 |
| 50 | 91 | |
| 75 | 99 | |
| Score | n | % |
|---|---|---|
| Low | 65 | 22.6 |
| Moderate | 156 | 54.2 |
| High | 67 | 23.3 |
| Items/Demographics | Low Score (n = 65) | Moderate Score (n = 156) | High Score (n = 67) | Chi-Squared Test (p) | |||
|---|---|---|---|---|---|---|---|
| n | % | n | % | n | % | ||
| Female | 59 | 90.8 | 149 | 95.5 | 61 | 91.0 | 0.292 |
| Age > 40 years | 48 | 73.8 | 115 | 73.7 | 46 | 68.7 | 0.753 |
| Length of service > 15 years | 47 | 72.3 | 101 | 64.7 | 42 | 62.7 | 0.196 |
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Share and Cite
Luchian, N.; Guțu, C.; Pleșea-Condratovici, A.; Salim, C.; Ciuhodaru, M.I.; Stafie, L.; Popescu, M.R.; Matei, M.N.; Voinescu, D.C.; Duceac, M.; et al. Healthcare-Associated Infections: Knowledge Score and Awareness Among Nurses in Hospitals from North-East Romania. Healthcare 2026, 14, 44. https://doi.org/10.3390/healthcare14010044
Luchian N, Guțu C, Pleșea-Condratovici A, Salim C, Ciuhodaru MI, Stafie L, Popescu MR, Matei MN, Voinescu DC, Duceac M, et al. Healthcare-Associated Infections: Knowledge Score and Awareness Among Nurses in Hospitals from North-East Romania. Healthcare. 2026; 14(1):44. https://doi.org/10.3390/healthcare14010044
Chicago/Turabian StyleLuchian, Nicoleta, Cristian Guțu, Alina Pleșea-Condratovici, Camer Salim, Mădălina Irina Ciuhodaru, Liviu Stafie, Mihaela Roxana Popescu, Mădalina Nicoleta Matei, Doina Carina Voinescu, Mădălina Duceac (Covrig), and et al. 2026. "Healthcare-Associated Infections: Knowledge Score and Awareness Among Nurses in Hospitals from North-East Romania" Healthcare 14, no. 1: 44. https://doi.org/10.3390/healthcare14010044
APA StyleLuchian, N., Guțu, C., Pleșea-Condratovici, A., Salim, C., Ciuhodaru, M. I., Stafie, L., Popescu, M. R., Matei, M. N., Voinescu, D. C., Duceac, M., Elkan, E. M., & Duceac, L. D. (2026). Healthcare-Associated Infections: Knowledge Score and Awareness Among Nurses in Hospitals from North-East Romania. Healthcare, 14(1), 44. https://doi.org/10.3390/healthcare14010044

