| Literature DB >> 27563265 |
Krisada Sawaengdee1, Kanang Kantamaturapoj2, Parinda Seneerattanaprayul3, Weerasak Putthasri3, Rapeepong Suphanchaimat4.
Abstract
INTRODUCTION ANDEntities:
Keywords: confidence; factor analysis; public health; regression analysis
Year: 2016 PMID: 27563265 PMCID: PMC4984689 DOI: 10.2147/AMEP.S111026
Source DB: PubMed Journal: Adv Med Educ Pract ISSN: 1179-7258
Details of the 40 nursing schools enrolled in the study by school location and affiliation
| Type | Region | |||||
|---|---|---|---|---|---|---|
|
| ||||||
| Northern | Southern | Northeastern | Central | Bangkok | Total | |
| Public | 6 (11) | 5 (9) | 7 (12) | 8 (13) | 3 (7) | 10 (23) |
| Private | 2 (2) | NA | 2 (5) | 4 (7) | 3 (7) | 11 (21) |
| Total | 8 (13) | 5 (9) | 9 (17) | 12 (20) | 6 (14) | 40 (73) |
Note: The number in parentheses is the total number of nursing schools in each category.
Profiles of respondents
| Characteristics | Overall respondents (n=3,349) | Public nursing schools (n=2,447) | Private nursing schools (n=902) |
|---|---|---|---|
| Mean age (standard deviation), years | 23.0 (1.2) | 22.9 (0.2) | 23.4 (0.1) |
| Sex, n (%) | |||
| Female | 3,161 (94.8) | 2,306 (94.6) | 855 (95.2) |
| Male | 174 (5.2) | 131 (5.4) | 43 (4.8) |
| Location of residence during early life (1–15 years old), n (%) | |||
| Urban | 1,665 (50.4) | 1,209 (50.0) | 431 (48.6) |
| Rural | 1,640 (49.6) | 1,209 (50.0) | 456 (51.4) |
| Location of nursing school, n (%) | |||
| Bangkok | 1,117 (33.4) | 670 (27.4) | 447 (49.6) |
| Outside Bangkok | 2,232 (66.6) | 1,777 (72.6) | 455 (50.4) |
| Mode of admission, n (%) | |||
| National entrance exam | 1,497 (44.9) | 1,234 (50.6) | 263 (29.3) |
| Other modes (such as regional quota) | 1,839 (55.1) | 1,204 (49.4) | 635 (70.7) |
Note: Missing data are small in number; therefore, they were not included in the analysis.
Mean score of each competency level
| Competency | Overall respondents | Public nursing schools | Private nursing schools |
|---|---|---|---|
| 1. Maintaining professional standards | 4.3 (0.6) | 4.2 (0.6) | 4.3 (0.6) |
| 2. Provision of clinical nursing care | 4.0 (0.5) | 4.0 (0.5) | 3.9 (0.5) |
| 3. Health promotion and disease prevention | 4.1 (0.6) | 4.1 (0.6) | 4.1 (0.6) |
| 4. Coping with emerging diseases | 3.5 (0.7) | 3.5 (0.7) | 3.6 (0.7) |
| 5. Evidenced-based nursing care | 3.8 (0.7) | 3.7 (0.7) | 3.8 (0.7) |
| 6. Systematic thinking | 3.9 (0.6) | 3.9 (0.6) | 3.9 (0.6) |
| 7. Working with diverse communities | 4.3 (0.7) | 4.3 (0.7) | 4.4 (0.6) |
| 8. Addressing population health | 3.9 (0.6) | 3.8 (0.6) | 3.9 (0.6) |
| 9. Collaborating with other health workers in a health care team | 4.3 (0.6) | 4.3 (0.6) | 4.4 (0.6) |
| 10. Leading a health care team | 3.8 (0.7) | 3.8 (0.7) | 3.8 (0.7) |
| 11. Promoting a safe environment | 4.2 (0.6) | 4.2 (0.6) | 4.2 (0.6) |
| 12. Multicultural understanding | 4.1 (0.7) | 4.1 (0.7) | 4.1 (0.7) |
| 13. Keeping pace with health care technology | 4.2 (0.6) | 4.1 (0.6) | 4.2 (0.6) |
| 14. Life-long learning skill | 4.2 (0.6) | 4.2 (0.6) | 4.3 (0.6) |
Note: Data presented as mean (standard deviation).
Results of the factor analysis of the 14 competencies
| Factor | Eigenvalue | Difference | Proportion | Cumulative |
|---|---|---|---|---|
| Factor 1 | 5.8755 | 4.5780 | 0.4197 | 0.4197 |
| Factor 2 | 1.2975 | 0.4414 | 0.0927 | 0.5124 |
| Factor 3 | 0.8562 | 0.0757 | 0.0612 | 0.5735 |
| Factor 4 | 0.7805 | 0.0903 | 0.0557 | 0.6293 |
| Factor 5 | 0.6902 | 0.0777 | 0.0493 | 0.6786 |
| Factor 6 | 0.6125 | 0.0286 | 0.0437 | 0.7223 |
| Factor 7 | 0.5839 | 0.0362 | 0.0417 | 0.7640 |
| Factor 8 | 0.5477 | 0.0131 | 0.0391 | 0.8031 |
| Factor 9 | 0.5346 | 0.0253 | 0.0382 | 0.8413 |
| Factor 10 | 0.5092 | 0.0313 | 0.0364 | 0.8777 |
| Factor 11 | 0.4779 | 0.0190 | 0.0341 | 0.9118 |
| Factor 12 | 0.4589 | 0.0652 | 0.0328 | 0.9446 |
| Factor 13 | 0.3937 | 0.0118 | 0.0281 | 0.9727 |
| Factor 14 | 0.3819 | 0 | 0.0273 | 1.0000 |
Note:
The Difference column shows the difference between the given row and the row below; therefore, the Factor 14 difference is zero. Only factors with eigenvalue >1 were kept for the analysis in the next step (factor loading matrix).
Factor loading matrix
| Competency | Factor 1 | Factor 2 | Uniqueness |
|---|---|---|---|
| 1. Maintaining professional standards | 0.3579 | 0.6211 | |
| 2. Provision of clinical nursing care | 0.1934 | 0.3914 | |
| 3. Health promotion and disease prevention | 0.2585 | 0.4507 | |
| 4. Coping with new emerging diseases | 0.0754 | 0.3870 | |
| 5. Evidence-based nursing care | 0.2534 | 0.5139 | |
| 6. Systematic thinking | 0.4037 | 0.5173 | |
| 7. Working with diverse communities | 0.1753 | 0.4607 | |
| 8. Addressing population health | 0.4397 | 0.5516 | |
| 9. Collaborating with other health workers in a health care team | 0.1995 | 0.4296 | |
| 10. Leading a health care team | 0.4474 | 0.5504 | |
| 11. Promoting a safe environment | 0.2695 | 0.4401 | |
| 12. Multicultural understanding | 0.1996 | 0.4734 | |
| 13. Keeping pace with health care technology | 0.1654 | 0.5228 | |
| 14. Lifelong learning skill | 0.2716 | 0.5169 |
Note: The bold entries refer to which factor the given competency was assigned.
Findings from the univariate analysis (Student’s t-test) of the composite score
| Competency group, mean (SD) | Public nursing schools | Private nursing schools | Differences (SE) | 95% Confidence interval | |
|---|---|---|---|---|---|
| 1. Public health competency | −0.026 (0.020) | 0.071 (0.032) | −0.098 (0.039) | (−0.174, −0.021) | 0.012 |
| 2. Clinical competency | −0.017 (0.020) | 0.046 (0.033) | −0.062 (0.039) | (−0.139, 0.014) | 0.110 |
Note:
Statistical significance at 95% level of confidence.
Abbreviations: SE, standard error; SD, standard deviation.
Multivariate analysis of “public health competency”
| Independent variables | Coefficient (SE) | 95% Confidence interval | |
|---|---|---|---|
| Private nursing schools (vs public nursing schools) | 0.113 (0.040) | (0.033, 0.192) | 0.005 |
| National entrance examination (vs other admission modes) | −0.078 (0.036) | (−0.148, −0.008) | 0.029 |
| Nursing schools in Bangkok (vs outside Bangkok) | −0.097 (0.038) | (−0.172, −0.022) | 0.011 |
| Location of residence during early life in urban areas (vs in rural areas) | −0.042 (0.035) | (−0.111, 0.027) | 0.229 |
| Constant | 0.063 (0.033) | (−0.004, 0.130) | 0.066 |
Notes:
Statistical significance at 95% level of confidence.
Statistical significance at 99% level of confidence. R2=0.006.
Abbreviation: SE, standard error.
Multivariate analysis of “clinical competency”
| Independent variables | Coefficient (SE) | 95% Confidence interval | |
|---|---|---|---|
| Private nursing schools (vs public nursing schools) | 0.074 (0.041) | (−0.007, 0.155) | 0.072 |
| National entrance examination (vs other admission modes) | 0.061 (0.036) | (−0.009, 0.131) | 0.087 |
| Nursing schools in Bangkok (vs in outside Bangkok) | −0.012 (0.038) | (−0.086, 0.063) | 0.759 |
| Location of residence during early life in an urban area (vs in a rural area) | −0.044 (0.035) | (−0.113, 0.025) | 0.208 |
| Constant | −0.025 (0.034) | (−0.090, 0.040) | 0.452 |
Note: R2=0.002.
Abbreviation: SE, standard error.