Physicians’ and Nurses’ Knowledge in Palliative Care: Multidimensional Regression Models
Abstract
:1. Introduction
2. Materials and Methods
2.1. Design
2.2. Setting
2.3. Instrument
2.4. Procedure
2.5. Statistical Analysis
2.6. Ethical Statements
3. Results
4. Discussion
5. Patents
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Acknowledgments
Conflicts of Interest
References
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Characteristics | Physicians | Nurses | Total | p-Value | |||
---|---|---|---|---|---|---|---|
n | % | n | % | n | % | ||
Total | 335 | 59.7 | 226 | 40.3 | 561 | 100 | ˂0.01 |
Sex | |||||||
| 160 | 47.8 | 56 | 24.8 | 216 | 38.5 | ˂0.01 |
| 175 | 52.2 | 170 | 75.2 | 345 | 61.5 | |
Undergraduate Palliative Training | |||||||
| 65 | 19.4 | 100 | 44.2 | 165 | 29.4 | ˂0.01 |
| 269 | 80.3 | 125 | 55.3 | 394 | 70.2 | |
| 1 | 0.3 | 1 | 0.5 | 2 | 0.4 | |
Postgraduate/Continuous Training (last 5 years) | |||||||
| 136 | 40.6 | 40 | 17.7 | 176 | 31.4 | ˂0.01 |
| 198 | 59.1 | 186 | 82.3 | 384 | 68.4 | |
| 1 | 0.3 | 0 | 0.0 | 1 | 0.2 | |
Work experience palliative care | |||||||
| 97 | 29 | 65 | 28.8 | 162 | 28.9 | |
| 235 | 70.1 | 161 | 71.2 | 396 | 70.6 | |
| 3 | 0.9 | 0 | 0.0 | 3 | 0.5 | |
Mean | SD | Mean | SD | Mean | SD | ||
Age | 42.46 | 11.84 | 44.66 | 10.45 | 41.74 | 11.32 | |
Years of experience | 14.85 | 10.90 | 15.76 | 8.83 | 15.22 | 10.12 |
Dimension | TOTAL Mean (SD) | Professional Average (SD) | Mean Difference | t-Test | ||
---|---|---|---|---|---|---|
Physicians (n = 335) | Nurses (n = 226) | T (559) | p-Value | |||
Total (0–20) | 10.7 (3.2) | 11.85 (3.2) | 9.16 (2.88) | 2.69 | 10.16 | <0.001 |
Philosophy (0–2) | 1.3 (0.8) | 1.14 (0.85) | 1.47 (0.68) | −0.33 | −4.86 | <0.001 |
Pain (0–6) | 2.5 (1.3) | 2.95 (1.21) | 1.93 (1.14) | 1.02 | 10.02 | <0.001 |
Dyspnea (0–4) | 2.2 (1.2) | 2.44 (1.16) | 1.78 (1.15) | 0.66 | 6.56 | <0.001 |
Psychiatric disorders (0–4) | 2 (0.9) | 2.13 (0.85) | 1.92 (0.92) | 0.21 | 2.77 | 0.006 |
Gastrointestinal disorders (0–4) | 1.9 (1.1) | 1.9 (1.09) | 1.92 (1.15) | −0.02 | −0.22 | 0.82 |
Undergraduate Education—Physicians | |||||
---|---|---|---|---|---|
Dimension | Mean (SD) | Mean Difference | t-Test | ||
Yes (n = 65) | No (n = 269) | T (558) | p-Value | ||
Total | 12.05 (3.08) | 11.74 (3.04) | 0.30 | 0.71 | 0.47 |
Philosophy | 1.30 (0.92) | 1.10 (0.83) | 0.20 | 1.72 | 0.08 |
Pain | 2.78 (1.30) | 2.98 (1.18) | −0.20 | −1.20 | 0.23 |
Respiratory disorders | 2.38 (1.28) | 2.45 (1.13) | −0.06 | −0.38 | 0.70 |
Neuropsychiatric disorders | 2.15 (0.89) | 2.13 (0.84) | 0.02 | 0.20 | 0.84 |
Gastrointestinal disorders | 1.68 (1.13) | 1.96 (1.07) | −0.27 | −1.85 | 0.64 |
Undergraduate Education—Nurses | |||||
Dimension | Mean (SD) | Mean difference | t-Test | ||
Yes (n = 100) | No (n = 125) | T (558) | p-value | ||
Total | 10.22 (2.71) | 8.31 (2.75) | 1.90 | 5.20 | <0.001 |
Philosophy | 1.49 (0.64) | 1.46 (0.71) | 0.26 | 0.28 | 0.777 |
Pain | 2.48 (1.12) | 1.48 (0.95) | 1.00 | 7.21 | <0.001 |
Respiratory disorders | 2.14 (1.04) | 1.50 (1.16) | 0.64 | 4.32 | <0.001 |
Neuropsychiatric disorders | 1.97 (0.90) | 1.88 (0.94) | 0.09 | 0.72 | 0.468 |
Gastrointestinal disorders | 1.89 (1.15) | 1.94 (1.15) | 0.04 | −0.29 | 0.766 |
Continuous Training—Physicians | |||||
---|---|---|---|---|---|
Dimension | Mean (SD) | Mean Difference | t-Test | ||
Yes (n = 136) | No (n = 198) | T (558) | p-Value | ||
Total | 13.10 (2.62) | 10.89 (3.0) | 2.21 | 6.95 | <0.001 |
Philosophy | 1.31 (0.82) | 1.03 (0.86) | 0.27 | 2.91 | 0.004 |
Pain | 3.26 (1.20) | 2.73 (1.17) | 0.53 | 4.04 | <0.001 |
Respiratory disorders | 2.77 (1.00) | 2.20 (1.20) | 0.56 | 4.50 | <0.001 |
Neuropsychiatric disorders | 2.23 (0.81) | 2.07 (0.87) | 0.35 | 1.80 | 0.072 |
Gastrointestinal disorders | 2.11 (1.07) | 1.76 (1.09) | 0.35 | 2.93 | 0.004 |
Continuous Training—Nurses | |||||
Dimension | Mean (SD) | Mean Difference | t-Test | ||
Yes (n = 40) | No (n = 186) | T (558) | p-Value | ||
Total | 10.3 (3.25) | 8.97 (2.77) | 1.05 | 2.10 | 0.036 |
Philosophy | 1.75 (0.49) | 1.41 (0.70) | 0.34 | 2.88 | 0.004 |
Pain | 2.15 (1.23) | 1.88 (1.12) | 0.27 | 1.35 | 0.179 |
Respiratory disorders | 1.85 (1.23) | 1.77 (1.14) | 0.08 | 0.40 | 0.687 |
Neuropsychiatric disorders | 1.95 (1.04) | 1.91 (0.90) | 0.03 | 0.19 | 0.849 |
Gastrointestinal disorders | 2.25 (0.84) | 1.85 (1.20) | 0.40 | 2.01 | 0.045 |
Experience—Physicians | |||||
---|---|---|---|---|---|
Dimension | Mean (SD) | Mean difference | t-Test | ||
Yes (n = 97) | No (n = 235) | T (558) | p-Value | ||
Total | 13.43 (2.43) | 11.15 (3.03) | 2.28 | 6.58 | <0.001 |
Philosophy | 1.24 (0.83) | 1.11 (0.86) | 0.13 | 1.22 | 0.221 |
Pain | 3.40 (1.07) | 2.77 (1.22) | 0.64 | 4.47 | <0.001 |
Respiratory disorders | 2.85 (1.00) | 2.26 (1.78) | 0.59 | 4.29 | <0.001 |
Neuropsychiatric disorders | 2.37 (0.82) | 2.03 (0.84) | 0.34 | 3.34 | 0.001 |
Gastrointestinal disorders | 2.15 (1.01) | 1.80 (1.10) | 0.35 | 2.66 | 0.008 |
Experience—Nurses | |||||
Dimension | Mean (SD) | Mean difference | t-Test | ||
Yes (n = 65) | No (n = 161) | T (558) | p-Value | ||
Total | 9.95 (3.00) | 8.84 (2.78) | 1.115 | 2.66 | 0.008 |
Philosophy | 1.52 (0.66) | 1.45 (0.69) | 0.07 | 0.69 | 0.488 |
Pain | 2.03 (1.24) | 1.89 (1.11) | 0.143 | 0.84 | 0.398 |
Respiratory disorders | 1.90 (1.29) | 1.73 (1.09) | 0.174 | 1.03 | 0.303 |
Neuropsychiatric disorders | 2.14 (0.84) | 1.84 (0.94) | 0.30 | 2.23 | 0.027 |
Gastrointestinal disorders | 2.15 (1.19) | 1.83 (1.12) | 0.327 | 1.95 | 0.052 |
Variable | Total | Philosophy | Pain | Respiratory Disorders | Neuropsychiatric Disorders | Gastrointestinal Disorders | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
B(E) | t | B(E) | t | B(E) | t | B(E) | t | B(E) | t | B(E) | t | |
Age | −0.09 (0.03) | −2.82 ** | 0.02 (0.01) | 1.60 | 0.03 (0.01) | 2.16 * | −0.03 (0.01) | −1.87 | −0.01 (0.01) | −0.71 | 0.00 (0.01) | −0.03 |
Gender (Male vs. Female) | 0.09 (0.33) | 0.27 | 0.01 (0.10) | 0.05 | 0.06 (0.14) | 0.42 | 0.23 (0.13) | 1.76 | −0.10 (0.10) | −0.98 | −0.06 (0.13) | −0.45 |
Years of professional practice | 0.08 (0.03) | 2.45 * | −0.01 (0.01) | −1.03 | −0.01 (0.01) | −0.52 | 0.01 (0.01) | 1.06 | 0.01 (0.01) | 0.58 | 0.02 (0.01) | 1.16 |
Undergraduate Training (Yes vs. No) | −0.41 (0.40) | −1.00 | 0.27 (0.12) | 2.22 * | −0.21 (0.17) | −1.24 | −0.23 (0.16) | −1.39 | −0.07 (0.12) | −0.56 | −0.28 (0.15) | −1.82 |
Continuous Training (Yes vs. No) | 1.68 (0.35) | 4.73 *** | 0.28 (0.11) | 2.58 ** | 0.32 (0.15) | 2.15 * | 0.42 (0.14) | 2.92 ** | 0.05 (0.11) | 0.50 | 0.30 (0.14) | 2.19 * |
Work Experience (Yes vs. No) | 1.81 (0.41) | 4.46 *** | −0.14 (0.12) | −1.11 | 0.35 (0.17) | 2.09 * | 0.49 (0.16) | 3.00 ** | 0.32 (0.12) | 2.56 * | 0.17 (0.16) | 1.10 |
R2 (%) | 17.7 | 3.1 | 10.4 | 9 | 2.5 | 4.8 | ||||||
Model | F7,321 = 11.06 p < 0.001 | F7,321 = 2.52 p = 0.015 | F7,321 = 6.44 p < 0.001 | F7,321 = 5.62 p < 0.001 | F7,321 = 2.22 p = 0.032 | F7,321 = 3.35 p = 0.002 |
Variable | Total | Philosophy | Pain | Respiratory Disorders | Neuropsychiatric Disorders | Gastrointestinal Disorders | ||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
B(E) | t | B(E) | t | B(E) | t | B(E) | t | B(E) | t | B(E) | t | |
Age | 0.03 (0.03) | 1.03 | 0.02 (0.01) | 2.00 * | −0.01 (0.01) | −0.87 | 0.01 (0.01) | 0.39 | 0.02 (0.01) | 2.44 * | 0.00 (0.01) | −0.05 |
Gender (Male vs. Female) | −0.06 (0.46) | −0.13 | −0.03 (0.11) | −0.22 | −0.02 (0.18) | −0.14 | 0.08 (0.19) | 0.44 | 0.06 (0.15) | 0.39 | 0.02 (0.20) | 0.08 |
Years of professional practice | −0.05 (0.04) | −1.49 | −0.02 (0.01) | −1.96 | 0.01 (0.01) | 0.63 | −0.02 (0.01) | −1.36 | −0.02 (0.01) | −1.80 | −0.01 (0.02) | −0.59 |
Undergraduate Training (Yes vs. No) | 1.65 (0.40) | 4.09 *** | 0.00 (0.10) | −0.04 | 1.01 (0.15) | 6.55 *** | 0.53 (0.17) | 3.17 ** | 0.04 (0.14) | 0.26 | −0.15 (0.17) | −0.85 |
Continuous Training (Yes vs. No) | 0.71 (0.51) | 1.39 | 0.35 (0.13) | 2.75 ** | 0.29 (0.20) | 1.46 | 0.02 (0.21) | 0.10 | −0.14 (0.17) | −0.80 | 0.30 (0.22) | 1.39 |
Work Experience (Yes vs. No) | 0.69 (0.44) | 1.59 | −0.02 (0.11) | −0.21 | −0.10 (0.17) | −0.62 | 0.10 (0.18) | 0.58 | 0.36 (0.15) | 2.49 * | 0.27 (0.19) | 1.47 |
R2 (%) | 11.8 | 3 | 17.8 | 6.5 | 3.2 | 0.5 | ||||||
Model | F6,218 = 6.00 p < 0.001 | F6,218 = 2.15 p = 0.049 | F6,218 = 9.08 p < 0.001 | F6,218 = 3.58 p = 0.002 | F6,218 = 2.22 p = 0.042 | F6,218 = 1.19 p = 0.313 |
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Martín-Martín, J.; López-García, M.; Medina-Abellán, M.D.; Beltrán-Aroca, C.M.; Martín-de-las-Heras, S.; Rubio, L.; Pérez-Cárceles, M.D. Physicians’ and Nurses’ Knowledge in Palliative Care: Multidimensional Regression Models. Int. J. Environ. Res. Public Health 2021, 18, 5031. https://doi.org/10.3390/ijerph18095031
Martín-Martín J, López-García M, Medina-Abellán MD, Beltrán-Aroca CM, Martín-de-las-Heras S, Rubio L, Pérez-Cárceles MD. Physicians’ and Nurses’ Knowledge in Palliative Care: Multidimensional Regression Models. International Journal of Environmental Research and Public Health. 2021; 18(9):5031. https://doi.org/10.3390/ijerph18095031
Chicago/Turabian StyleMartín-Martín, Jaime, Mónica López-García, María Dolores Medina-Abellán, Cristina María Beltrán-Aroca, Stella Martín-de-las-Heras, Leticia Rubio, and María Dolores Pérez-Cárceles. 2021. "Physicians’ and Nurses’ Knowledge in Palliative Care: Multidimensional Regression Models" International Journal of Environmental Research and Public Health 18, no. 9: 5031. https://doi.org/10.3390/ijerph18095031
APA StyleMartín-Martín, J., López-García, M., Medina-Abellán, M. D., Beltrán-Aroca, C. M., Martín-de-las-Heras, S., Rubio, L., & Pérez-Cárceles, M. D. (2021). Physicians’ and Nurses’ Knowledge in Palliative Care: Multidimensional Regression Models. International Journal of Environmental Research and Public Health, 18(9), 5031. https://doi.org/10.3390/ijerph18095031